Merge branch 'develop' into fix_for_multiconfig_generators

test/verify/test_rsqrt.cpp

@@ -23,22 +23,26 @@
  */
 
 #include "verify_program.hpp"
+#include <migraphx/float8.hpp>
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_rsqrt : verify_program<test_rsqrt>
+template <typename CType>
+struct test_rsqrt : verify_program<test_rsqrt<CType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
-        auto* mm = p.get_main_module();
+        auto* mm                      = p.get_main_module();
+        migraphx::shape::type_t dtype = migraphx::shape::get_type<CType>();
         std::vector<size_t> input_lens{1, 3, 16, 16};
-        migraphx::shape s{migraphx::shape::float_type, input_lens};
+        migraphx::shape s{dtype, input_lens};
         auto x       = mm->add_parameter("x", s);
-        auto min_val = mm->add_literal(1.0f);
-        auto max_val = mm->add_literal(std::numeric_limits<float>::max());
-        min_val      = mm->add_instruction(
+        auto min_val = mm->add_literal(migraphx::literal{migraphx::shape{dtype}, {1.0}});
+        auto max_val = mm->add_literal(
+            migraphx::literal{migraphx::shape{dtype}, {std::numeric_limits<CType>::max()}});
+        min_val = mm->add_instruction(
             migraphx::make_op("multibroadcast", {{"out_lens", input_lens}}), min_val);
         max_val = mm->add_instruction(
             migraphx::make_op("multibroadcast", {{"out_lens", input_lens}}), max_val);
@@ -47,3 +51,7 @@ struct test_rsqrt : verify_program<test_rsqrt>
         return p;
     };
 };
+
+template struct test_rsqrt<float>;
+template struct test_rsqrt<migraphx::half>;
+template struct test_rsqrt<migraphx::fp8::fp8e4m3fnuz>;

test/verify/test_scatter0.cpp

@@ -27,16 +27,17 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_scatter0 : verify_program<test_scatter0>
+template <migraphx::shape::type_t DType>
+struct test_scatter0 : verify_program<test_scatter0<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape sd{migraphx::shape::float_type, {3, 3}};
+        migraphx::shape sd{DType, {3, 3}};
         migraphx::shape si{migraphx::shape::int32_type, {2, 3}};
         std::vector<int> vi = {1, 0, 2, 0, 2, 1};
-        migraphx::shape su{migraphx::shape::float_type, {2, 3}};
+        migraphx::shape su{DType, {2, 3}};
 
         auto pd = mm->add_parameter("data", sd);
         auto li = mm->add_literal(migraphx::literal{si, vi});
@@ -47,3 +48,7 @@ struct test_scatter0 : verify_program<test_scatter0>
         return p;
     }
 };
+
+template struct test_scatter0<migraphx::shape::float_type>;
+template struct test_scatter0<migraphx::shape::half_type>;
+template struct test_scatter0<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_scatternd.cpp

@@ -25,18 +25,19 @@
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
+#include <migraphx/shape.hpp>
 
-struct test_scatternd : verify_program<test_scatternd>
+template <migraphx::shape::type_t DType>
+struct test_scatternd : verify_program<test_scatternd<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm   = p.get_main_module();
-        auto dtype = migraphx::shape::float_type;
         auto itype = migraphx::shape::int64_type;
-        migraphx::shape ds{dtype, {1}};
+        migraphx::shape ds{DType, {1}};
         migraphx::shape is{itype, {4, 1}};
-        migraphx::shape us{dtype, {4}};
+        migraphx::shape us{DType, {4}};
         std::vector<int64_t> ind_vec{4, 3, 1, 7};
 
         auto ld = mm->add_literal(migraphx::literal{ds, {1}});
@@ -51,3 +52,7 @@ struct test_scatternd : verify_program<test_scatternd>
         return p;
     }
 };
+
+template struct test_scatternd<migraphx::shape::float_type>;
+template struct test_scatternd<migraphx::shape::half_type>;
+template struct test_scatternd<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_conv_relu_half.cpp → test/verify/test_scatternd_max.cpp

 /*
  * The MIT License (MIT)
  *
- * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
+ * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
  *
  * Permission is hereby granted, free of charge, to any person obtaining a copy
  * of this software and associated documentation files (the "Software"), to deal
@@ -21,24 +21,31 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  * THE SOFTWARE.
  */
-
 #include "verify_program.hpp"
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_conv_relu_half : verify_program<test_conv_relu_half>
+struct test_scatternd_max : verify_program<test_scatternd_max>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
-        auto* mm = p.get_main_module();
-        auto input =
-            mm->add_parameter("x", migraphx::shape{migraphx::shape::half_type, {4, 3, 3, 3}});
-        auto weights =
-            mm->add_parameter("w", migraphx::shape{migraphx::shape::half_type, {4, 3, 3, 3}});
-        auto conv = mm->add_instruction(migraphx::make_op("convolution"), input, weights);
-        mm->add_instruction(migraphx::make_op("relu"), conv);
+        auto* mm   = p.get_main_module();
+        auto dtype = migraphx::shape::float_type;
+        auto itype = migraphx::shape::int64_type;
+        migraphx::shape ds{dtype, {8}};
+        migraphx::shape is{itype, {4, 1}};
+        migraphx::shape us{dtype, {4}};
+        std::vector<int64_t> ind_vec{4, 3, 1, 7};
+
+        auto data    = mm->add_parameter("data", ds);
+        auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
+        auto updates = mm->add_parameter("update", us);
+        auto scatternd =
+            mm->add_instruction(migraphx::make_op("scatternd_max"), data, indices, updates);
+        mm->add_return({scatternd});
+
         return p;
     }
 };

test/verify/test_gemm_half.cpp → test/verify/test_scatternd_max_duplicate_idx.cpp

 /*
  * The MIT License (MIT)
  *
- * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
+ * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
  *
  * Permission is hereby granted, free of charge, to any person obtaining a copy
  * of this software and associated documentation files (the "Software"), to deal
@@ -21,21 +21,31 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  * THE SOFTWARE.
  */
-
 #include "verify_program.hpp"
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_gemm_half : verify_program<test_gemm_half>
+struct test_scatternd_max_duplicate_idx : verify_program<test_scatternd_max_duplicate_idx>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
-        auto* mm = p.get_main_module();
-        auto a   = mm->add_parameter("a", migraphx::shape{migraphx::shape::half_type, {4, 5}});
-        auto b   = mm->add_parameter("b", migraphx::shape{migraphx::shape::half_type, {5, 3}});
-        mm->add_instruction(migraphx::make_op("dot"), a, b);
+        auto* mm   = p.get_main_module();
+        auto dtype = migraphx::shape::float_type;
+        auto itype = migraphx::shape::int64_type;
+        migraphx::shape ds{dtype, {8}};
+        migraphx::shape is{itype, {4, 1}};
+        migraphx::shape us{dtype, {4}};
+        std::vector<int64_t> ind_vec{4, 7, 4, 7};
+
+        auto data    = mm->add_parameter("data", ds);
+        auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
+        auto updates = mm->add_parameter("update", us);
+        auto scatternd =
+            mm->add_instruction(migraphx::make_op("scatternd_max"), data, indices, updates);
+        mm->add_return({scatternd});
+
         return p;
     }
 };

test/verify/test_nonzero_half.cpp → test/verify/test_scatternd_min.cpp

 /*
  * The MIT License (MIT)
  *
- * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
+ * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
  *
  * Permission is hereby granted, free of charge, to any person obtaining a copy
  * of this software and associated documentation files (the "Software"), to deal
@@ -21,22 +21,30 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  * THE SOFTWARE.
  */
-
 #include "verify_program.hpp"
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_nonzero_half : verify_program<test_nonzero_half>
+struct test_scatternd_min : verify_program<test_scatternd_min>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
-        auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::half_type, {3, 4, 3, 5}};
-        auto x = mm->add_parameter("data", s);
-        auto r = mm->add_instruction(migraphx::make_op("nonzero"), x);
-        mm->add_return({r});
+        auto* mm   = p.get_main_module();
+        auto dtype = migraphx::shape::float_type;
+        auto itype = migraphx::shape::int64_type;
+        migraphx::shape ds{dtype, {8}};
+        migraphx::shape is{itype, {4, 1}};
+        migraphx::shape us{dtype, {4}};
+        std::vector<int64_t> ind_vec{4, 3, 1, 7};
+
+        auto data    = mm->add_parameter("data", ds);
+        auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
+        auto updates = mm->add_parameter("update", us);
+        auto scatternd =
+            mm->add_instruction(migraphx::make_op("scatternd_min"), data, indices, updates);
+        mm->add_return({scatternd});
 
         return p;
     }

test/verify/gemm_add_half.cpp → test/verify/test_scatternd_min_duplicate_idx.cpp

 /*
  * The MIT License (MIT)
  *
- * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
+ * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
  *
  * Permission is hereby granted, free of charge, to any person obtaining a copy
  * of this software and associated documentation files (the "Software"), to deal
@@ -21,27 +21,31 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  * THE SOFTWARE.
  */
-
 #include "verify_program.hpp"
 #include <migraphx/program.hpp>
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
-#include <migraphx/apply_alpha_beta.hpp>
-struct gemm_add_half : verify_program<gemm_add_half>
+
+struct test_scatternd_min_duplicate_idx : verify_program<test_scatternd_min_duplicate_idx>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
-        auto* mm = p.get_main_module();
-        migraphx::shape m1_shape{migraphx::shape::half_type, {1, 2, 3}};
-        migraphx::shape m2_shape{migraphx::shape::half_type, {1, 3, 4}};
-        migraphx::shape m3_shape{migraphx::shape::half_type, {1, 2, 4}};
-        auto l1 = mm->add_parameter("1", m1_shape);
-        auto l2 = mm->add_parameter("2", m2_shape);
-        auto l3 = mm->add_parameter("3", m3_shape);
+        auto* mm   = p.get_main_module();
+        auto dtype = migraphx::shape::float_type;
+        auto itype = migraphx::shape::int64_type;
+        migraphx::shape ds{dtype, {8}};
+        migraphx::shape is{itype, {4, 1}};
+        migraphx::shape us{dtype, {4}};
+        std::vector<int64_t> ind_vec{4, 7, 4, 7};
+
+        auto data    = mm->add_parameter("data", ds);
+        auto indices = mm->add_literal(migraphx::literal{is, ind_vec});
+        auto updates = mm->add_parameter("update", us);
+        auto scatternd =
+            mm->add_instruction(migraphx::make_op("scatternd_min"), data, indices, updates);
+        mm->add_return({scatternd});
 
-        auto dot = mm->add_instruction(migraphx::make_op("dot"), l1, l2);
-        mm->add_instruction(migraphx::make_op("add"), dot, l3);
         return p;
     }
 };

test/verify/test_sin.cpp

@@ -27,15 +27,20 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_sin : verify_program<test_sin>
+template <migraphx::shape::type_t DType>
+struct test_sin : verify_program<test_sin<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::float_type, {10}};
+        migraphx::shape s{DType, {10}};
         auto x = mm->add_parameter("x", s);
         mm->add_instruction(migraphx::make_op("sin"), x);
         return p;
     }
 };
+
+template struct test_sin<migraphx::shape::float_type>;
+template struct test_sin<migraphx::shape::half_type>;
+template struct test_sin<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_sinh.cpp

@@ -27,15 +27,20 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_sinh : verify_program<test_sinh>
+template <migraphx::shape::type_t DType>
+struct test_sinh : verify_program<test_sinh<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::float_type, {16}};
+        migraphx::shape s{DType, {16}};
         auto x = mm->add_parameter("x", s);
         mm->add_instruction(migraphx::make_op("sinh"), x);
         return p;
     }
 };
+
+template struct test_sinh<migraphx::shape::float_type>;
+template struct test_sinh<migraphx::shape::half_type>;
+template struct test_sinh<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_softmax.cpp

@@ -48,3 +48,7 @@ template struct test_softmax<0, migraphx::shape::half_type>;
 template struct test_softmax<1, migraphx::shape::half_type>;
 template struct test_softmax<2, migraphx::shape::half_type>;
 template struct test_softmax<3, migraphx::shape::half_type>;
+template struct test_softmax<0, migraphx::shape::fp8e4m3fnuz_type>;
+template struct test_softmax<1, migraphx::shape::fp8e4m3fnuz_type>;
+template struct test_softmax<2, migraphx::shape::fp8e4m3fnuz_type>;
+template struct test_softmax<3, migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_sqrt.cpp

@@ -27,16 +27,21 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_sqrt : verify_program<test_sqrt>
+template <migraphx::shape::type_t DType>
+struct test_sqrt : verify_program<test_sqrt<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::float_type, {2, 3, 4, 6}};
+        migraphx::shape s{DType, {2, 3, 4, 6}};
         auto param     = mm->add_parameter("x", s);
         auto param_abs = mm->add_instruction(migraphx::make_op("abs"), param);
         mm->add_instruction(migraphx::make_op("sqrt"), param_abs);
         return p;
     }
 };
+
+template struct test_sqrt<migraphx::shape::float_type>;
+template struct test_sqrt<migraphx::shape::half_type>;
+template struct test_sqrt<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_tan.cpp

@@ -27,15 +27,20 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_tan : verify_program<test_tan>
+template <migraphx::shape::type_t DType>
+struct test_tan : verify_program<test_tan<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::float_type, {16}};
+        migraphx::shape s{DType, {16}};
         auto x = mm->add_parameter("x", s);
         mm->add_instruction(migraphx::make_op("tan"), x);
         return p;
     }
 };
+
+template struct test_tan<migraphx::shape::float_type>;
+template struct test_tan<migraphx::shape::half_type>;
+template struct test_tan<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_tanh.cpp

@@ -27,14 +27,19 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_tanh : verify_program<test_tanh>
+template <migraphx::shape::type_t DType>
+struct test_tanh : verify_program<test_tanh<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        auto x = mm->add_parameter("x", migraphx::shape{migraphx::shape::float_type, {4, 3, 3, 3}});
+        auto x   = mm->add_parameter("x", migraphx::shape{DType, {4, 3, 3, 3}});
         mm->add_instruction(migraphx::make_op("tanh"), x);
         return p;
     }
 };
+
+template struct test_tanh<migraphx::shape::float_type>;
+template struct test_tanh<migraphx::shape::half_type>;
+template struct test_tanh<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_topk_0.cpp

@@ -27,13 +27,14 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_topk_0 : verify_program<test_topk_0>
+template <migraphx::shape::type_t DType>
+struct test_topk_0 : verify_program<test_topk_0<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape s{migraphx::shape::float_type, {3, 5}};
+        migraphx::shape s{DType, {3, 5}};
         auto data = mm->add_parameter("data", s);
         auto r    = mm->add_instruction(
             migraphx::make_op("topk", {{"axis", 1}, {"k", 4}, {"largest", 1}}), data);
@@ -43,3 +44,7 @@ struct test_topk_0 : verify_program<test_topk_0>
         return p;
     }
 };
+
+template struct test_topk_0<migraphx::shape::float_type>;
+template struct test_topk_0<migraphx::shape::half_type>;
+template struct test_topk_0<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_unbatched_gemm_1.cpp

@@ -27,15 +27,17 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 #include <migraphx/apply_alpha_beta.hpp>
-struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1>
+
+template <migraphx::shape::type_t DType>
+struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape m1_shape{migraphx::shape::float_type, {2, 32, 64}};
-        migraphx::shape m2_shape{migraphx::shape::float_type, {64, 64}};
-        migraphx::shape m3_shape{migraphx::shape::float_type, {2, 32, 192}};
+        migraphx::shape m1_shape{DType, {2, 32, 64}};
+        migraphx::shape m2_shape{DType, {64, 64}};
+        migraphx::shape m3_shape{DType, {2, 32, 192}};
         auto l1 = mm->add_parameter("1", m1_shape);
         auto l2 = mm->add_literal(migraphx::generate_literal(m2_shape));
         l2 = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {2, 64, 64}}}),
@@ -56,3 +58,7 @@ struct test_unbatched_gemm_1 : verify_program<test_unbatched_gemm_1>
         return p;
     }
 };
+
+template struct test_unbatched_gemm_1<migraphx::shape::float_type>;
+template struct test_unbatched_gemm_1<migraphx::shape::half_type>;
+template struct test_unbatched_gemm_1<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_unbatched_gemm_2.cpp

@@ -27,14 +27,16 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 #include <migraphx/apply_alpha_beta.hpp>
-struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2>
+
+template <migraphx::shape::type_t DType>
+struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2<DType>>
 {
     migraphx::program create_program() const
     {
         migraphx::program p;
         auto* mm = p.get_main_module();
-        migraphx::shape m1_shape{migraphx::shape::float_type, {4, 32, 64}};
-        migraphx::shape m2_shape{migraphx::shape::float_type, {64, 64}};
+        migraphx::shape m1_shape{DType, {4, 32, 64}};
+        migraphx::shape m2_shape{DType, {64, 64}};
         auto l1 = mm->add_parameter("1", m1_shape);
         auto l2 = mm->add_literal(migraphx::generate_literal(m2_shape));
         l2 = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {4, 64, 64}}}),
@@ -44,3 +46,7 @@ struct test_unbatched_gemm_2 : verify_program<test_unbatched_gemm_2>
         return p;
     }
 };
+
+template struct test_unbatched_gemm_2<migraphx::shape::float_type>;
+template struct test_unbatched_gemm_2<migraphx::shape::half_type>;
+template struct test_unbatched_gemm_2<migraphx::shape::fp8e4m3fnuz_type>;

test/verify/test_where.cpp

@@ -27,7 +27,8 @@
 #include <migraphx/generate.hpp>
 #include <migraphx/make_op.hpp>
 
-struct test_where : verify_program<test_where>
+template <migraphx::shape::type_t DType>
+struct test_where : verify_program<test_where<DType>>
 {
     migraphx::program create_program() const
     {
@@ -44,3 +45,7 @@ struct test_where : verify_program<test_where>
         return p;
     };
 };
+
+template struct test_where<migraphx::shape::float_type>;
+template struct test_where<migraphx::shape::half_type>;
+template struct test_where<migraphx::shape::fp8e4m3fnuz_type>;

tools/accuracy/accuracy_checker.py

@@ -134,10 +134,11 @@ def check_correctness(gold_outputs,
             if not np.allclose(gold_outputs[i], outputs[i], rtol, atol):
                 ret = False
                 if verbose:
-                    print('\nOutput {} is incorrect ...'.format(i))
-                    print('Expected value: \n{}'.format(gold_outputs[i]))
-                    print('......')
-                    print('Actual value: \n{}\n'.format(outputs[i]))
+                    with np.printoptions(threshold=np.inf):
+                        print('\nOutput {} is incorrect ...'.format(i))
+                        print('Expected value: \n{}\n'.format(gold_outputs[i]))
+                        print('\n......\n')
+                        print('Actual value: \n{}\n'.format(outputs[i]))
                 else:
                     print('Outputs do not match')
                     break

tools/format.py

@@ -63,7 +63,8 @@ def clang_format(against, apply=False, path=CLANG_FORMAT_PATH):
         print(f"{git_clang_format} not installed. Skipping format.")
         return
     diff_flag = "" if apply else "--diff"
-    run(f"{git_clang_format} --binary {clang_format} {diff_flag} {base}")
+    run(f"{git_clang_format} --extensions c,cpp,hpp,h,cl,hip,in --binary {clang_format} {diff_flag} {base}"
+        )
 
 
 def get_files_changed(against, ext=('py')):

tools/install_prereqs.sh

@@ -53,7 +53,8 @@ else
     python3-pip \
     python3-venv \
     rocblas-dev \
-    rocm-cmake
+    rocm-cmake \
+    libtbb-dev
 fi