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cuda-quantum-bot committed Oct 1, 2024
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1 change: 1 addition & 0 deletions pr-2236/CMakeLists.txt
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Expand Up @@ -141,6 +141,7 @@ if (CUDAQ_ENABLE_PYTHON)
add_pycudaq_test(DepolarizingNoise noise_depolarization.py)
add_pycudaq_test(PhaseFlipNoise noise_phase_flip.py)
add_pycudaq_test(KrausNoise noise_kraus_operator.py)
add_pycudaq_test(NoiseCallback noise_callback.py)

if (CUTENSORNET_ROOT AND CUDA_FOUND)
# This example uses tensornet backend.
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62 changes: 56 additions & 6 deletions pr-2236/api/languages/cpp_api.html
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53 changes: 49 additions & 4 deletions pr-2236/api/languages/python_api.html
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4 changes: 2 additions & 2 deletions pr-2236/examples/python/tutorials/deutschs_algorithm.html
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Expand Up @@ -680,7 +680,7 @@ <h2>XOR <span class="math notranslate nohighlight">\(\oplus\)</span><a class="he
</section>
<section id="Quantum-oracles">
<h2>Quantum oracles<a class="headerlink" href="#Quantum-oracles" title="Permalink to this heading"></a></h2>
<p><img alt="b734f3eafa724a4b9f5934a230e6fd42" class="no-scaled-link" src="../../../_images/oracle.png" style="width: 300px; height: 150px;" /></p>
<p><img alt="dcab44b44cb54c499d5ab33688945f3d" class="no-scaled-link" src="../../../_images/oracle.png" style="width: 300px; height: 150px;" /></p>
<p>Suppose we have <span class="math notranslate nohighlight">\(f(x): \{0,1\} \longrightarrow \{0,1\}\)</span>. We can compute this function on a quantum computer using oracles which we treat as black box functions that yield the output with an appropriate sequence of logic gates.</p>
<p>Above you see an oracle represented as <span class="math notranslate nohighlight">\(U_f\)</span> which allows us to transform the state <span class="math notranslate nohighlight">\(\ket{x}\ket{y}\)</span> into:</p>
<div class="math notranslate nohighlight">
Expand Down Expand Up @@ -728,7 +728,7 @@ <h2>Quantum parallelism<a class="headerlink" href="#Quantum-parallelism" title="
<h2>Deutschs’ Algorithm:<a class="headerlink" href="#Deutschs'-Algorithm:" title="Permalink to this heading"></a></h2>
<p>Our aim is to find out if <span class="math notranslate nohighlight">\(f: \{0,1\} \longrightarrow \{0,1\}\)</span> is a constant or a balanced function? If constant, <span class="math notranslate nohighlight">\(f(0) = f(1)\)</span>, and if balanced, <span class="math notranslate nohighlight">\(f(0) \neq f(1)\)</span>.</p>
<p>We step through the circuit diagram below and follow the math after the application of each gate.</p>
<p><img alt="53b59cbc0a4046d6ac71d4a357bbe67f" class="no-scaled-link" src="../../../_images/deutsch.png" style="width: 500px; height: 210px;" /></p>
<p><img alt="035ccfc8c0984bf0bb2d9a37bd806db4" class="no-scaled-link" src="../../../_images/deutsch.png" style="width: 500px; height: 210px;" /></p>
<div class="math notranslate nohighlight">
\[\ket{\psi_0} = \ket{01}
\tag{1}\]</div>
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42 changes: 24 additions & 18 deletions pr-2236/examples/python/tutorials/visualization.html
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Expand Up @@ -651,18 +651,18 @@ <h2>Qubit Visualization<a class="headerlink" href="#Qubit-Visualization" title="
Tools not found, installing. Please restart your kernel after this is done.
Collecting qutip&gt;=5
Downloading qutip-5.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (28.0 MB)
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<span class="ansi-black-intense-fg">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span class="ansi-green-fg">28.0/28.0 MB</span> <span class="ansi-red-fg">56.7 MB/s</span> eta <span class="ansi-cyan-fg">0:00:00</span>
Requirement already satisfied: matplotlib&gt;=3.5 in /usr/local/lib/python3.10/dist-packages (3.9.2)
Requirement already satisfied: numpy&gt;=1.22 in /usr/local/lib/python3.10/dist-packages (from qutip&gt;=5) (1.26.4)
Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from qutip&gt;=5) (24.1)
Requirement already satisfied: scipy&gt;=1.9 in /usr/local/lib/python3.10/dist-packages (from qutip&gt;=5) (1.10.1)
Requirement already satisfied: numpy&gt;=1.22 in /usr/local/lib/python3.10/dist-packages (from qutip&gt;=5) (1.26.4)
Requirement already satisfied: pillow&gt;=8 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (10.4.0)
Requirement already satisfied: cycler&gt;=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (0.12.1)
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Requirement already satisfied: kiwisolver&gt;=1.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (1.4.7)
Requirement already satisfied: python-dateutil&gt;=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (2.9.0.post0)
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Requirement already satisfied: fonttools&gt;=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (4.53.1)
Requirement already satisfied: python-dateutil&gt;=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (2.9.0.post0)
Requirement already satisfied: kiwisolver&gt;=1.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (1.4.7)
Requirement already satisfied: cycler&gt;=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (0.12.1)
Requirement already satisfied: contourpy&gt;=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib&gt;=3.5) (1.3.0)
Requirement already satisfied: six&gt;=1.5 in /usr/lib/python3/dist-packages (from python-dateutil&gt;=2.7-&gt;matplotlib&gt;=3.5) (1.16.0)
Installing collected packages: qutip
Successfully installed qutip-5.0.4
Expand Down Expand Up @@ -725,21 +725,24 @@ <h2>Qubit Visualization<a class="headerlink" href="#Qubit-Visualization" title="
quake.rz (%7) %0 : (f64, !quake.ref) -&gt; ()
return
}
llvm.func @deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)
llvm.mlir.global private constant @kernelCodeHolder.extract_device_code(&#34;module attributes {quake.mangled_name_map = {__nvqpp__mlirgen__kernel = \22__nvqpp__mlirgen__kernel_PyKernelEntryPointRewrite\22}} { func.func @__nvqpp__mlirgen__kernel(%arg0: !cc.stdvec&lt;f64&gt; loc(unknown)) attributes {\22cudaq-entrypoint\22} {\0A %0 = quake.alloca !quake.ref loc(unknown)\0A %1 = cc.stdvec_data %arg0 : (!cc.stdvec&lt;f64&gt;) -&gt; !cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt; loc(unknown)\0A %2 = cc.cast %1 : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %3 = cc.load %2 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rz (%3) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A %4 = cc.compute_ptr %1[1] : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %5 = cc.load %4 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rx (%5) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A %6 = cc.compute_ptr %1[2] : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %7 = cc.load %6 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rz (%7) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A return loc(unknown)\0A} loc(unknown)\0Allvm.func @deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)\0A\0A}\0A\00&#34;) {addr_space = 0 : i32}
llvm.func @__cudaq_deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)
llvm.mlir.global private constant @kernelCodeHolder.extract_device_code(&#34;module attributes {quake.mangled_name_map = {__nvqpp__mlirgen__kernel = \22__nvqpp__mlirgen__kernel_PyKernelEntryPointRewrite\22}} { func.func @__nvqpp__mlirgen__kernel(%arg0: !cc.stdvec&lt;f64&gt; loc(unknown)) attributes {\22cudaq-entrypoint\22} {\0A %0 = quake.alloca !quake.ref loc(unknown)\0A %1 = cc.stdvec_data %arg0 : (!cc.stdvec&lt;f64&gt;) -&gt; !cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt; loc(unknown)\0A %2 = cc.cast %1 : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %3 = cc.load %2 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rz (%3) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A %4 = cc.compute_ptr %1[1] : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %5 = cc.load %4 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rx (%5) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A %6 = cc.compute_ptr %1[2] : (!cc.ptr&lt;!cc.array&lt;f64 x ?&gt;&gt;) -&gt; !cc.ptr&lt;f64&gt; loc(unknown)\0A %7 = cc.load %6 : !cc.ptr&lt;f64&gt; loc(unknown)\0A quake.rz (%7) %0 : (f64, !quake.ref) -&gt; () loc(unknown)\0A return loc(unknown)\0A} loc(unknown)\0Allvm.func @__cudaq_deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)\0A\0A}\0A\00&#34;) {addr_space = 0 : i32}
llvm.mlir.global private constant @kernelCodeHolder.extract_device_name(&#34;kernel\00&#34;) {addr_space = 0 : i32}
llvm.func @kernel.init_func() {
%0 = llvm.mlir.addressof @kernelCodeHolder.extract_device_name : !llvm.ptr&lt;array&lt;7 x i8&gt;&gt;
%1 = llvm.mlir.addressof @kernelCodeHolder.extract_device_code : !llvm.ptr&lt;array&lt;1043 x i8&gt;&gt;
%1 = llvm.mlir.addressof @kernelCodeHolder.extract_device_code : !llvm.ptr&lt;array&lt;1051 x i8&gt;&gt;
%2 = llvm.bitcast %0 : !llvm.ptr&lt;array&lt;7 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
%3 = llvm.bitcast %1 : !llvm.ptr&lt;array&lt;1043 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
llvm.call @deviceCodeHolderAdd(%2, %3) : (!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) -&gt; ()
%3 = llvm.bitcast %1 : !llvm.ptr&lt;array&lt;1051 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
llvm.call @__cudaq_deviceCodeHolderAdd(%2, %3) : (!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) -&gt; ()
llvm.return
}
llvm.mlir.global_ctors {ctors = [@kernel.init_func], priorities = [17 : i32]}
func.func private @hybridLaunchKernel(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, i64, i64, !cc.ptr&lt;i8&gt;)
func.func private @cudaqRegisterKernelName(!cc.ptr&lt;i8&gt;)
func.func private @cudaqRegisterArgsCreator(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;)
llvm.func @cudaqRegisterLambdaName(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) attributes {sym_visibility = &#34;private&#34;}
func.func private @__cudaq_registerLinkableKernel(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;)
func.func private @__cudaq_getLinkableKernelKey(!cc.ptr&lt;i8&gt;) -&gt; i64
func.func private @cudaqRegisterKernelName(!cc.ptr&lt;i8&gt;)
func.func private @malloc(i64) -&gt; !cc.ptr&lt;i8&gt;
func.func private @free(!cc.ptr&lt;i8&gt;)
func.func private @__nvqpp_initializer_list_to_vector_bool(!cc.ptr&lt;none&gt;, !cc.ptr&lt;none&gt;, i64)
Expand Down Expand Up @@ -1030,21 +1033,24 @@ <h2>Kernel Visualization<a class="headerlink" href="#Kernel-Visualization" title
quake.s %5 : (!quake.ref) -&gt; ()
return
}
llvm.func @deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)
llvm.mlir.global private constant @kernel_to_drawCodeHolder.extract_device_code(&#34;module attributes {quake.mangled_name_map = {__nvqpp__mlirgen__kernel_to_draw = \22__nvqpp__mlirgen__kernel_to_draw_PyKernelEntryPointRewrite\22}} { func.func @__nvqpp__mlirgen__kernel_to_draw() attributes {\22cudaq-entrypoint\22} {\0A %c4_i64 = arith.constant 4 : i64 loc(unknown)\0A %cst = arith.constant 3.141590e+00 : f64 loc(unknown)\0A %c1_i64 = arith.constant 1 : i64 loc(unknown)\0A %c0_i64 = arith.constant 0 : i64 loc(unknown)\0A %0 = quake.alloca !quake.veq&lt;4&gt; loc(unknown)\0A %1 = cc.loop while ((%arg0 = %c0_i64) -&gt; (i64)) {\0A %7 = arith.cmpi slt, %arg0, %c4_i64 : i64 loc(unknown)\0A cc.condition %7(%arg0 : i64) loc(unknown)\0A } do {\0A ^bb0(%arg0: i64 loc(unknown)):\0A %7 = quake.extract_ref %0[%arg0] : (!quake.veq&lt;4&gt;, i64) -&gt; !quake.ref loc(unknown)\0A quake.h %7 : (!quake.ref) -&gt; () loc(unknown)\0A cc.continue %arg0 : i64 loc(unknown)\0A } step {\0A ^bb0(%arg0: i64 loc(unknown)):\0A %7 = arith.addi %arg0, %c1_i64 : i64 loc(unknown)\0A cc.continue %7 : i64 loc(unknown)\0A } {invariant} loc(unknown)\0A %2 = quake.extract_ref %0[0] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A %3 = quake.extract_ref %0[1] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.x [%2] %3 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A %4 = quake.concat %2, %3 : (!quake.ref, !quake.ref) -&gt; !quake.veq&lt;2&gt; loc(unknown)\0A %5 = quake.extract_ref %0[2] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.y [%4] %5 : (!quake.veq&lt;2&gt;, !quake.ref) -&gt; () loc(unknown)\0A quake.z %5 : (!quake.ref) -&gt; () loc(unknown)\0A quake.swap %2, %3 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A %6 = quake.extract_ref %0[3] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.swap %2, %6 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A quake.swap %3, %5 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A quake.r1 (%cst) %2 : (f64, !quake.ref) -&gt; () loc(unknown)\0A quake.t&lt;adj&gt; %3 : (!quake.ref) -&gt; () loc(unknown)\0A quake.s %5 : (!quake.ref) -&gt; () loc(unknown)\0A return loc(unknown)\0A} loc(unknown)\0Allvm.func @deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)\0A\0A}\0A\00&#34;) {addr_space = 0 : i32}
llvm.func @__cudaq_deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)
llvm.mlir.global private constant @kernel_to_drawCodeHolder.extract_device_code(&#34;module attributes {quake.mangled_name_map = {__nvqpp__mlirgen__kernel_to_draw = \22__nvqpp__mlirgen__kernel_to_draw_PyKernelEntryPointRewrite\22}} { func.func @__nvqpp__mlirgen__kernel_to_draw() attributes {\22cudaq-entrypoint\22} {\0A %c4_i64 = arith.constant 4 : i64 loc(unknown)\0A %cst = arith.constant 3.141590e+00 : f64 loc(unknown)\0A %c1_i64 = arith.constant 1 : i64 loc(unknown)\0A %c0_i64 = arith.constant 0 : i64 loc(unknown)\0A %0 = quake.alloca !quake.veq&lt;4&gt; loc(unknown)\0A %1 = cc.loop while ((%arg0 = %c0_i64) -&gt; (i64)) {\0A %7 = arith.cmpi slt, %arg0, %c4_i64 : i64 loc(unknown)\0A cc.condition %7(%arg0 : i64) loc(unknown)\0A } do {\0A ^bb0(%arg0: i64 loc(unknown)):\0A %7 = quake.extract_ref %0[%arg0] : (!quake.veq&lt;4&gt;, i64) -&gt; !quake.ref loc(unknown)\0A quake.h %7 : (!quake.ref) -&gt; () loc(unknown)\0A cc.continue %arg0 : i64 loc(unknown)\0A } step {\0A ^bb0(%arg0: i64 loc(unknown)):\0A %7 = arith.addi %arg0, %c1_i64 : i64 loc(unknown)\0A cc.continue %7 : i64 loc(unknown)\0A } {invariant} loc(unknown)\0A %2 = quake.extract_ref %0[0] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A %3 = quake.extract_ref %0[1] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.x [%2] %3 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A %4 = quake.concat %2, %3 : (!quake.ref, !quake.ref) -&gt; !quake.veq&lt;2&gt; loc(unknown)\0A %5 = quake.extract_ref %0[2] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.y [%4] %5 : (!quake.veq&lt;2&gt;, !quake.ref) -&gt; () loc(unknown)\0A quake.z %5 : (!quake.ref) -&gt; () loc(unknown)\0A quake.swap %2, %3 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A %6 = quake.extract_ref %0[3] : (!quake.veq&lt;4&gt;) -&gt; !quake.ref loc(unknown)\0A quake.swap %2, %6 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A quake.swap %3, %5 : (!quake.ref, !quake.ref) -&gt; () loc(unknown)\0A quake.r1 (%cst) %2 : (f64, !quake.ref) -&gt; () loc(unknown)\0A quake.t&lt;adj&gt; %3 : (!quake.ref) -&gt; () loc(unknown)\0A quake.s %5 : (!quake.ref) -&gt; () loc(unknown)\0A return loc(unknown)\0A} loc(unknown)\0Allvm.func @__cudaq_deviceCodeHolderAdd(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;)\0A\0A}\0A\00&#34;) {addr_space = 0 : i32}
llvm.mlir.global private constant @kernel_to_drawCodeHolder.extract_device_name(&#34;kernel_to_draw\00&#34;) {addr_space = 0 : i32}
llvm.func @kernel_to_draw.init_func() {
%0 = llvm.mlir.addressof @kernel_to_drawCodeHolder.extract_device_name : !llvm.ptr&lt;array&lt;15 x i8&gt;&gt;
%1 = llvm.mlir.addressof @kernel_to_drawCodeHolder.extract_device_code : !llvm.ptr&lt;array&lt;2038 x i8&gt;&gt;
%1 = llvm.mlir.addressof @kernel_to_drawCodeHolder.extract_device_code : !llvm.ptr&lt;array&lt;2046 x i8&gt;&gt;
%2 = llvm.bitcast %0 : !llvm.ptr&lt;array&lt;15 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
%3 = llvm.bitcast %1 : !llvm.ptr&lt;array&lt;2038 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
llvm.call @deviceCodeHolderAdd(%2, %3) : (!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) -&gt; ()
%3 = llvm.bitcast %1 : !llvm.ptr&lt;array&lt;2046 x i8&gt;&gt; to !llvm.ptr&lt;i8&gt;
llvm.call @__cudaq_deviceCodeHolderAdd(%2, %3) : (!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) -&gt; ()
llvm.return
}
llvm.mlir.global_ctors {ctors = [@kernel_to_draw.init_func], priorities = [17 : i32]}
func.func private @hybridLaunchKernel(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, i64, i64, !cc.ptr&lt;i8&gt;)
func.func private @cudaqRegisterKernelName(!cc.ptr&lt;i8&gt;)
func.func private @cudaqRegisterArgsCreator(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;)
llvm.func @cudaqRegisterLambdaName(!llvm.ptr&lt;i8&gt;, !llvm.ptr&lt;i8&gt;) attributes {sym_visibility = &#34;private&#34;}
func.func private @__cudaq_registerLinkableKernel(!cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;, !cc.ptr&lt;i8&gt;)
func.func private @__cudaq_getLinkableKernelKey(!cc.ptr&lt;i8&gt;) -&gt; i64
func.func private @cudaqRegisterKernelName(!cc.ptr&lt;i8&gt;)
func.func private @malloc(i64) -&gt; !cc.ptr&lt;i8&gt;
func.func private @free(!cc.ptr&lt;i8&gt;)
func.func private @__nvqpp_initializer_list_to_vector_bool(!cc.ptr&lt;none&gt;, !cc.ptr&lt;none&gt;, i64)
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