mlir fp8

src/targets/gpu/fuse_ck.cpp

@@ -69,7 +69,8 @@ struct ck_gemm
 
     static bool is_ck_supported_type(shape::type_t t)
     {
-        return contains({shape::half_type, shape::int8_type, shape::int32_type}, t);
+        return contains(
+            {shape::half_type, shape::int8_type, shape::int32_type, shape::fp8e4m3fnuz_type}, t);
     }
 };
 MIGRAPHX_REGISTER_OP(ck_gemm);

src/targets/gpu/fuse_mlir.cpp

@@ -192,6 +192,8 @@ auto is_mlir_conv(mlir_mode mode)
             return false;
         if(ins->get_shape().type() == shape::int8_type)
             return true;
+        if(ins->get_shape().type() == shape::fp8e4m3fnuz_type)
+            return true;
         if(mode == mlir_mode::int8)
             return false;
         if(mode == mlir_mode::all)
@@ -246,6 +248,7 @@ struct find_mlir_fused_ops
         const std::initializer_list<type_t> allowed_types = {type_t::float_type,
                                                              type_t::half_type,
                                                              type_t::int8_type,
+                                                             type_t::fp8e4m3fnuz_type,
                                                              type_t::int32_type,
                                                              type_t::bool_type};
         // Preliminary type check.
@@ -284,7 +287,8 @@ struct find_mlir_fused_ops
             "softmax",
             "tanh",
         };
-        bool is_float = contains({type_t::float_type, type_t::half_type}, result_type);
+        bool is_float = contains({type_t::float_type, type_t::half_type, type_t::fp8e4m3fnuz_type},
+                                 result_type);
         if(contains(any_type_ops, name))
             return true;
         if(result_type != type_t::bool_type and contains(no_bool_ops, name))
@@ -354,8 +358,10 @@ struct find_mlir_standalone_op
         auto conv_based_op = r.result;
         // enable only for fp32/fp16/i8 types
         if(std::any_of(conv_based_op->inputs().begin(), conv_based_op->inputs().end(), [&](auto i) {
-               return not contains(
-                   {shape::type_t::float_type, shape::type_t::half_type, shape::type_t::int8_type},
+               return not contains({shape::type_t::float_type,
+                                    shape::type_t::half_type,
+                                    shape::type_t::fp8e4m3fnuz_type,
+                                    shape::type_t::int8_type},
                                    i->get_shape().type());
            }))
             return;

src/targets/gpu/mlir.cpp

@@ -299,6 +299,8 @@ struct mlir_program
                 result = mlirF32TypeGet(ctx.get());
             else if(as.type_enum() == shape::half_type)
                 result = mlirF16TypeGet(ctx.get());
+            else if(as.type_enum() == shape::fp8e4m3fnuz_type)
+                result = mlirFloat8E4M3FNUZTypeGet(ctx.get());
             else if(as.type_enum() == shape::double_type)
                 result = mlirF64TypeGet(ctx.get());
             else if(as.is_integral())