Merge branch 'int8_miopen_call' into op_capture

test/onnx/pow_bcast_test.onnx

+pow2:q
+
+
0
+
1out"Powpow_testZ
+
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+

+
+
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+Z
+
1
+

+
+
+
b
+out
+

+
+
+
+B

test/onnx/pow_bcast_test1.onnx

+pow2:u
+
+
0
+
1out"Powpow_testZ
+
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+

+
+
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+Z
+
1
+

+
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+b
+out
+

+
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+B

test/onnx/sqrt_test.onnx

+sqrt-example:C
+
+
x
y"Sqrt	test_sqrtZ
+
x
+

+
+
+b
+
y
+

+
+
+B

test/tf/batchmatmul_test.pb

+
+:
+
0Placeholder*
+shape:
*
+dtype0

+:
+
1Placeholder*
+dtype0
*
+shape:

+D
+batchmatmul1BatchMatMul
0
1*
+adj_x(
*
+adj_y(
*
+
T0
"
\ No newline at end of file

test/tf/pow_test.pb

+
+:
+
0Placeholder*
+dtype0
*
+shape:

+:
+
1Placeholder*
+dtype0
*
+shape:

+
+pow1Pow
0
1*
+
T0
"
\ No newline at end of file

test/tf/rsqrt_test.pb

+
+:
+
0Placeholder*
+shape:
*
+dtype0

+
+rsqrtRsqrt
0*
+
T0
"
\ No newline at end of file

test/tf/sqdiff_test.pb

+
+:
+
0Placeholder*
+dtype0
*
+shape:

+:
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1Placeholder*
+dtype0
*
+shape:

+*
+sqdiffSquaredDifference
0
1*
+
T0
"
\ No newline at end of file

test/tf/stopgradient_test.pb

+
+:
+
0Placeholder*
+dtype0
*
+shape:

+(
+stopgradientStopGradient
0*
+
T0
"
\ No newline at end of file

test/tf/tf_test.cpp

@@ -48,6 +48,21 @@ TEST_CASE(add_bcast_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(batchmatmul_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 2, 8, 4}});
+    auto l1 = p.add_parameter("1", migraphx::shape{migraphx::shape::float_type, {1, 2, 4, 8}});
+
+    auto trans_l0 = p.add_instruction(migraphx::op::transpose{{0, 1, 3, 2}}, l0);
+    auto trans_l1 = p.add_instruction(migraphx::op::transpose{{0, 1, 3, 2}}, l1);
+
+    p.add_instruction(migraphx::op::dot{}, trans_l0, trans_l1);
+    auto prog = optimize_tf("batchmatmul_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(batchnorm_test)
 {
     float epsilon  = 1.001e-5f;
@@ -103,6 +118,16 @@ TEST_CASE(concat_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(cast_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 3, 16, 16}});
+    p.add_instruction(migraphx::op::convert{migraphx::shape::int32_type}, l0);
+    auto prog = optimize_tf("cast_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(const_test)
 {
     migraphx::program p;
@@ -184,6 +209,22 @@ TEST_CASE(expanddims_test_neg_dims)
     EXPECT(p == prog);
 }
 
+TEST_CASE(gather_test)
+{
+    migraphx::program p;
+
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {2, 4}});
+    auto l1 =
+        p.add_literal(migraphx::literal{migraphx::shape{migraphx::shape::int32_type, {2}}, {1, 1}});
+    p.add_literal(1);
+
+    int axis = 1;
+    p.add_instruction(migraphx::op::gather{axis}, l0, l1);
+    auto prog = optimize_tf("gather_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(identity_test)
 {
     migraphx::program p;
@@ -312,12 +353,22 @@ TEST_CASE(pooling_test)
     avg_pool_op.lengths      = {2, 2};
     max_pool_op.lengths      = {2, 2};
     p.add_instruction(max_pool_op, l0);
-    // p.add_instruction(avg_pool_op, l0);
     auto prog = optimize_tf("pooling_test.pb", true);
 
     EXPECT(p == prog);
 }
 
+TEST_CASE(pow_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 2, 2, 3}});
+    auto l1 = p.add_parameter("1", migraphx::shape{migraphx::shape::float_type, {1, 2, 2, 3}});
+    p.add_instruction(migraphx::op::pow{}, l0, l1);
+    auto prog = optimize_tf("pow_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(relu_test)
 {
     migraphx::program p;
@@ -351,6 +402,16 @@ TEST_CASE(reshape_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(rsqrt_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 3, 16, 16}});
+    p.add_instruction(migraphx::op::rsqrt{}, l0);
+    auto prog = optimize_tf("rsqrt_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(softmax_test)
 {
     migraphx::program p;
@@ -364,6 +425,17 @@ TEST_CASE(softmax_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(sqdiff_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 2, 2, 3}});
+    auto l1 = p.add_parameter("1", migraphx::shape{migraphx::shape::float_type, {1, 2, 2, 3}});
+    p.add_instruction(migraphx::op::sqdiff{}, l0, l1);
+    auto prog = optimize_tf("sqdiff_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(squeeze_test)
 {
     migraphx::program p;
@@ -374,6 +446,16 @@ TEST_CASE(squeeze_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(stopgradient_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 3, 16, 16}});
+    p.add_instruction(migraphx::op::identity{}, l0);
+    auto prog = optimize_tf("stopgradient_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(stridedslice_test)
 {
     migraphx::program p;
@@ -414,4 +496,16 @@ TEST_CASE(tanh_test)
     EXPECT(p == prog);
 }
 
+TEST_CASE(transpose_test)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("0", migraphx::shape{migraphx::shape::float_type, {1, 3, 16, 16}});
+    migraphx::shape s0{migraphx::shape::int32_type, {4}};
+    p.add_literal(migraphx::literal{s0, {0, 2, 3, 1}});
+    p.add_instruction(migraphx::op::transpose{{0, 2, 3, 1}}, l0);
+    auto prog = optimize_tf("transpose_test.pb", false);
+
+    EXPECT(p == prog);
+}
+
 int main(int argc, const char* argv[]) { test::run(argc, argv); }