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#include "Halide.h"
namespace {
class Configure : public Halide::Generator<Configure> {
public:
GeneratorParam<int> num_extra_buffer_inputs{"num_extra_buffer_inputs", 3};
Input<Buffer<>> input{"input"};
Input<int> bias{"bias"};
Output<Buffer<>> output{"output"};
void configure() {
configure_calls++;
// It's fine to examine GeneratorParams in the configure() method.
assert(num_extra_buffer_inputs == 3);
// Pointers returned by add_input() are managed by the Generator;
// user code must not free them. We can stash them in member variables
// as-is or in containers, like so:
for (int i = 0; i < num_extra_buffer_inputs; ++i) {
auto *extra = add_input<Buffer<uint8_t, 2>>("extra_" + std::to_string(i));
extra_buffer_inputs.push_back(extra);
}
typed_extra_buffer_input = add_input<Buffer<int16_t, 2>>("typed_extra_buffer_input");
extra_func_input = add_input<Func>("extra_func_input", UInt(16), 3);
extra_scalar_input = add_input<int>("extra_scalar_input");
extra_dynamic_scalar_input = add_input<Expr>("extra_dynamic_scalar_input", Int(8));
extra_buffer_output = add_output<Buffer<float, 3>>("extra_buffer_output");
extra_func_output = add_output<Func>("extra_func_output", Float(64), 2);
extra_tuple_func_output = add_output<Func>("extra_tuple_func_output", {Float(64), Int(32)}, 2);
extra_tuple_buffer_output_static_dims =
add_output<Buffer<void, 2>>("extra_tuple_buffer_output_static_dims", {Float(64), Int(32)});
extra_tuple_buffer_output_dynamic_dims =
add_output<Buffer<>>("extra_tuple_buffer_output_dynamic_dims", {Float(64), Int(32)}, 2);
extra_tuple_buffer_output_unset_types = add_output<Buffer<>>("extra_tuple_buffer_output_unset_types", 2);
extra_tuple_buffer_output_unset_types->set_type({Float(64), Int(32)});
// This is ok: you can't *examine* an Input or Output here, but you can call
// set_type() iff the type is unspecified. (This allows you to base the type on,
// e.g., the value in get_target(), or the value of any GeneratorParam.)
input.set_type(Int(32));
output.set_type(Int(32));
// Ditto for set_dimensions.
input.set_dimensions(3);
output.set_dimensions(3);
// Will fail: it is not legal to call set_type on an Input or Output that
// already has a type specified.
// bias.set_type(Int(32));
// Will fail: it is not legal to examine Inputs in the configure() method
// assert(input.dimensions() == 3);
// Will fail: it is not legal to examine Inputs in the configure() method
// Expr b = bias;
// assert(b.defined());
// Will fail: it is not legal to examine Outputs in the configure() method
// Func o = output;
// assert(output.defined());
}
void generate() {
assert(configure_calls == 1);
// Will fail: it is not legal to call set_type(), etc from anywhere but configure().
// input.set_type(Int(32));
// input.set_dimensions(3);
// Attempting to call add_input() outside of the configure method will fail.
// auto *this_will_fail = add_input<Buffer<>>("untyped_uint8", UInt(8), 2);
assert((*extra_dynamic_scalar_input).type() == Int(8));
Var x, y, c;
Expr extra_sum = cast<int>(0);
for (int i = 0; i < num_extra_buffer_inputs; ++i) {
extra_sum += cast<int>((*extra_buffer_inputs[i])(x, y));
}
extra_sum += cast<int>((*typed_extra_buffer_input)(x, y));
extra_sum += cast<int>((*extra_func_input)(x, y, c));
extra_sum += *extra_scalar_input + *extra_dynamic_scalar_input;
output(x, y, c) = input(x, y, c) + bias + extra_sum;
(*extra_buffer_output)(x, y, c) = cast<float>(output(x, y, c));
(*extra_func_output)(x, y) = cast<double>(output(x, y, 0));
(*extra_tuple_func_output)(x, y) = {
cast<double>(output(x, y, 0)),
cast<int>(output(x, y, 1))};
(*extra_tuple_buffer_output_static_dims)(x, y) = {
cast<double>(output(x, y, 0)),
cast<int>(output(x, y, 1))};
(*extra_tuple_buffer_output_dynamic_dims)(x, y) = {
cast<double>(output(x, y, 0)),
cast<int>(output(x, y, 1))};
(*extra_tuple_buffer_output_unset_types)(x, y) = {
cast<double>(output(x, y, 0)),
cast<int>(output(x, y, 1))};
}
private:
int configure_calls = 0;
std::vector<Input<Buffer<uint8_t, 2>> *> extra_buffer_inputs;
Input<Buffer<int16_t, 2>> *typed_extra_buffer_input;
Input<Func> *extra_func_input;
Input<int> *extra_scalar_input;
Input<Expr> *extra_dynamic_scalar_input;
Output<Buffer<float, 3>> *extra_buffer_output;
Output<Func> *extra_func_output;
Output<Func> *extra_tuple_func_output;
Output<Buffer<void, 2>> *extra_tuple_buffer_output_static_dims;
Output<Buffer<>> *extra_tuple_buffer_output_dynamic_dims;
Output<Buffer<>> *extra_tuple_buffer_output_unset_types;
};
} // namespace
HALIDE_REGISTER_GENERATOR(Configure, configure)
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