Merge pull request #782 from whitequark/flowmap_dfs

flowmap: construct a max-volume max-flow min-cut, not just any one
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Clifford Wolf 2019-01-07 09:47:57 +01:00 committed by GitHub
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3 changed files with 249 additions and 130 deletions

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@ -19,7 +19,7 @@
// [[CITE]] // [[CITE]]
// Jason Cong; Yuzheng Ding, "An Optimal Technology Mapping Algorithm for Delay Optimization in Lookup-Table Based FPGA Designs," // Jason Cong; Yuzheng Ding, "An Optimal Technology Mapping Algorithm for Delay Optimization in Lookup-Table Based FPGA Designs,"
// Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, vol. 13, no. 1, Jan 1994 // Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, Vol. 13, pp. 1-12, Jan. 1994.
// doi: 10.1109/43.273754 // doi: 10.1109/43.273754
// Required reading material: // Required reading material:
@ -27,7 +27,8 @@
// Min-cut max-flow theorem: // Min-cut max-flow theorem:
// https://www.coursera.org/lecture/algorithms-part2/maxflow-mincut-theorem-beb9G // https://www.coursera.org/lecture/algorithms-part2/maxflow-mincut-theorem-beb9G
// FlowMap paper: // FlowMap paper:
// http://cadlab.cs.ucla.edu/~cong/papers/iccad92.pdf // http://cadlab.cs.ucla.edu/~cong/papers/iccad92.pdf (short version)
// https://limsk.ece.gatech.edu/book/papers/flowmap.pdf (long version)
// Notes on implementation: // Notes on implementation:
// //
@ -50,7 +51,8 @@
// 3. The paper ambiguously states: "Moreover, we can find such a cut (X, X̅) by performing a depth first search starting at the source s, // 3. The paper ambiguously states: "Moreover, we can find such a cut (X, X̅) by performing a depth first search starting at the source s,
// and including in X all the nodes which are reachable from s." This actually refers to a specific kind of search, mincut computation. // and including in X all the nodes which are reachable from s." This actually refers to a specific kind of search, mincut computation.
// Mincut computation involves computing the set of nodes reachable from s by an undirected path with no full (i.e. zero capacity) forward // Mincut computation involves computing the set of nodes reachable from s by an undirected path with no full (i.e. zero capacity) forward
// edges or empty (i.e. no flow) backward edges. // edges or empty (i.e. no flow) backward edges. In addition, the depth first search is required to compute a max-volume max-flow min-cut
// specifically, because a max-flow min-cut is not, in general, unique.
#include "kernel/yosys.h" #include "kernel/yosys.h"
#include "kernel/sigtools.h" #include "kernel/sigtools.h"
@ -63,10 +65,10 @@ PRIVATE_NAMESPACE_BEGIN
struct GraphStyle struct GraphStyle
{ {
string label; string label;
string color; string color, fillcolor;
GraphStyle(string label = "", string color = "black") : GraphStyle(string label = "", string color = "black", string fillcolor = "") :
label(label), color(color) {} label(label), color(color), fillcolor(fillcolor) {}
}; };
static string dot_escape(string value) static string dot_escape(string value)
@ -109,13 +111,11 @@ static void dump_dot_graph(string filename,
if (outputs[node]) if (outputs[node])
shape = "octagon"; shape = "octagon";
auto prop = node_style(node); auto prop = node_style(node);
string id; string style = "";
if (node == SigBit()) if (!prop.fillcolor.empty())
id = "(source)"; style = "filled";
else fprintf(f, " n%d [ shape=%s, fontname=\"Monospace\", label=\"%s\", color=\"%s\", fillcolor=\"%s\", style=\"%s\" ];\n",
id = log_signal(node); ids[node], shape.c_str(), dot_escape(prop.label.c_str()).c_str(), prop.color.c_str(), prop.fillcolor.c_str(), style.c_str());
fprintf(f, " n%d [ shape=%s, fontname=\"Monospace\", label=\"%s%s\", color=\"%s\" ];\n",
ids[node], shape.c_str(), dot_escape(id).c_str(), dot_escape(prop.label.c_str()).c_str(), prop.color.c_str());
} }
fprintf(f, " { rank=\"source\"; "); fprintf(f, " { rank=\"source\"; ");
@ -137,8 +137,8 @@ static void dump_dot_graph(string filename,
if (nodes[source] && nodes[sink]) if (nodes[source] && nodes[sink])
{ {
auto prop = edge_style(source, sink); auto prop = edge_style(source, sink);
fprintf(f, " n%d -> n%d [ label=\"%s\", color=\"%s\" ];\n", fprintf(f, " n%d -> n%d [ label=\"%s\", color=\"%s\", fillcolor=\"%s\" ];\n",
ids[source], ids[sink], dot_escape(prop.label.c_str()).c_str(), prop.color.c_str()); ids[source], ids[sink], dot_escape(prop.label.c_str()).c_str(), prop.color.c_str(), prop.fillcolor.c_str());
} }
} }
} }
@ -163,7 +163,7 @@ struct FlowGraph
void dump_dot_graph(string filename) void dump_dot_graph(string filename)
{ {
auto node_style = [&](RTLIL::SigBit node) { auto node_style = [&](RTLIL::SigBit node) {
string label; string label = (node == source) ? "(source)" : log_signal(node);
for (auto collapsed_node : collapsed[node]) for (auto collapsed_node : collapsed[node])
label += stringf(" %s", log_signal(collapsed_node)); label += stringf(" %s", log_signal(collapsed_node));
int flow = node_flow[node]; int flow = node_flow[node];
@ -357,10 +357,12 @@ struct FlowGraph
NodePrime source_prime = {source, true}; NodePrime source_prime = {source, true};
NodePrime sink_prime = {sink, false}; NodePrime sink_prime = {sink, false};
pool<NodePrime> worklist = {source_prime}, visited; pool<NodePrime> visited;
vector<NodePrime> worklist = {source_prime};
while (!worklist.empty()) while (!worklist.empty())
{ {
auto node_prime = worklist.pop(); auto node_prime = worklist.back();
worklist.pop_back();
if (visited[node_prime]) if (visited[node_prime])
continue; continue;
visited.insert(node_prime); visited.insert(node_prime);
@ -373,18 +375,18 @@ struct FlowGraph
if (!node_prime.is_bottom) // top if (!node_prime.is_bottom) // top
{ {
if (node_flow[node_prime.node] < MAX_NODE_FLOW) if (node_flow[node_prime.node] < MAX_NODE_FLOW)
worklist.insert(node_prime.as_bottom()); worklist.push_back(node_prime.as_bottom());
for (auto node_pred : edges_bw[node_prime.node]) for (auto node_pred : edges_bw[node_prime.node])
if (edge_flow[{node_pred, node_prime.node}] > 0) if (edge_flow[{node_pred, node_prime.node}] > 0)
worklist.insert(NodePrime::bottom(node_pred)); worklist.push_back(NodePrime::bottom(node_pred));
} }
else // bottom else // bottom
{ {
if (node_flow[node_prime.node] > 0) if (node_flow[node_prime.node] > 0)
worklist.insert(node_prime.as_top()); worklist.push_back(node_prime.as_top());
for (auto node_succ : edges_fw[node_prime.node]) for (auto node_succ : edges_fw[node_prime.node])
if (true /* edge_flow[...] < ∞ */) if (true /* edge_flow[...] < ∞ */)
worklist.insert(NodePrime::top(node_succ)); worklist.push_back(NodePrime::top(node_succ));
} }
} }
@ -403,47 +405,73 @@ struct FlowGraph
struct FlowmapWorker struct FlowmapWorker
{ {
int order; int order;
pool<IdString> cell_types;
bool debug; bool debug;
RTLIL::Module *module; RTLIL::Module *module;
SigMap sigmap; SigMap sigmap;
ModIndex index; ModIndex index;
pool<RTLIL::Cell*> cells;
dict<RTLIL::SigBit, ModIndex::PortInfo> node_origins;
pool<RTLIL::SigBit> nodes, inputs, outputs; pool<RTLIL::SigBit> nodes, inputs, outputs;
dict<RTLIL::SigBit, pool<RTLIL::SigBit>> edges_fw, edges_bw; dict<RTLIL::SigBit, pool<RTLIL::SigBit>> edges_fw, edges_bw;
dict<RTLIL::SigBit, int> labels; dict<RTLIL::SigBit, int> labels;
dict<RTLIL::SigBit, pool<RTLIL::SigBit>> lut_gates, lut_inputs; pool<RTLIL::SigBit> lut_nodes;
dict<RTLIL::SigBit, pool<RTLIL::SigBit>> lut_gates;
dict<RTLIL::SigBit, pool<RTLIL::SigBit>> lut_edges_fw, lut_edges_bw;
dict<RTLIL::SigBit, ModIndex::PortInfo> node_origins; int gate_count = 0, lut_count = 0, packed_count = 0;
dict<RTLIL::Cell*, pool<RTLIL::SigBit>> cell_fanout; int gate_area = 0, lut_area = 0;
int mapped_count = 0, packed_count = 0, unique_packed_count = 0; enum class GraphMode {
Label,
Cut,
};
void dump_dot_graph(string filename, pool<RTLIL::SigBit> subgraph = {}, pair<pool<RTLIL::SigBit>, pool<RTLIL::SigBit>> cut = {}) void dump_dot_graph(string filename, GraphMode mode,
pool<RTLIL::SigBit> subgraph_nodes = {}, dict<RTLIL::SigBit, pool<RTLIL::SigBit>> subgraph_edges = {},
dict<RTLIL::SigBit, pool<RTLIL::SigBit>> collapsed = {},
pair<pool<RTLIL::SigBit>, pool<RTLIL::SigBit>> cut = {})
{ {
if (subgraph.empty()) if (subgraph_nodes.empty())
subgraph = nodes; subgraph_nodes = nodes;
if (subgraph_edges.empty())
subgraph_edges = edges_fw;
auto node_style = [&](RTLIL::SigBit node) { auto node_style = [&](RTLIL::SigBit node) {
string label, color; string label = log_signal(node);
for (auto collapsed_node : collapsed[node])
if (collapsed_node != node)
label += stringf(" %s", log_signal(collapsed_node));
switch (mode)
{
case GraphMode::Label:
if (labels[node] == -1) if (labels[node] == -1)
label = string("\n<unlabeled>"); {
label += "\nl=?";
return GraphStyle{label};
}
else else
label = stringf("\nl=%d", labels[node]); {
color = "black"; label += stringf("\nl=%d", labels[node]);
string fillcolor = stringf("/set311/%d", 1 + labels[node] % 11);
return GraphStyle{label, "", fillcolor};
}
case GraphMode::Cut:
if (cut.first[node]) if (cut.first[node])
color = "blue"; return GraphStyle{label, "blue"};
if (cut.second[node]) if (cut.second[node])
color = "red"; return GraphStyle{label, "red"};
return GraphStyle{label, color}; return GraphStyle{label};
}
return GraphStyle{label};
}; };
auto edge_style = [&](RTLIL::SigBit, RTLIL::SigBit) { auto edge_style = [&](RTLIL::SigBit, RTLIL::SigBit) {
return GraphStyle{}; return GraphStyle{};
}; };
::dump_dot_graph(filename, subgraph, edges_fw, inputs, outputs, node_style, edge_style, module->name.str()); ::dump_dot_graph(filename, subgraph_nodes, subgraph_edges, inputs, outputs, node_style, edge_style, module->name.str());
} }
pool<RTLIL::SigBit> find_subgraph(RTLIL::SigBit sink) pool<RTLIL::SigBit> find_subgraph(RTLIL::SigBit sink)
@ -502,20 +530,17 @@ struct FlowmapWorker
return flow_graph; return flow_graph;
} }
FlowmapWorker(int order, pool<IdString> cell_types, bool debug, RTLIL::Module *module) : void discover_nodes(pool<IdString> cell_types)
order(order), cell_types(cell_types), debug(debug), module(module), sigmap(module), index(module)
{ {
log("Labeling cells.\n");
for (auto cell : module->selected_cells()) for (auto cell : module->selected_cells())
{ {
if (cell_types[cell->type]) if (!cell_types[cell->type])
{ continue;
if (!cell->known())
{
log_error("Cell %s (%s.%s) is unknown.\n", cell->type.c_str(), log_id(module), log_id(cell));
}
cells.insert(cell);
if (!cell->known())
log_error("Cell %s (%s.%s) is unknown.\n", cell->type.c_str(), log_id(module), log_id(cell));
pool<RTLIL::SigBit> fanout;
for (auto conn : cell->connections()) for (auto conn : cell->connections())
{ {
if (!cell->output(conn.first)) continue; if (!cell->output(conn.first)) continue;
@ -529,7 +554,7 @@ struct FlowmapWorker
log_error("Multiple drivers found for wire %s.\n", log_signal(mapped_bit)); log_error("Multiple drivers found for wire %s.\n", log_signal(mapped_bit));
nodes.insert(mapped_bit); nodes.insert(mapped_bit);
node_origins[mapped_bit] = ModIndex::PortInfo(cell, conn.first, offset); node_origins[mapped_bit] = ModIndex::PortInfo(cell, conn.first, offset);
cell_fanout[cell].insert(mapped_bit); fanout.insert(mapped_bit);
} }
} }
@ -540,7 +565,7 @@ struct FlowmapWorker
for (auto bit : sigmap(conn.second)) for (auto bit : sigmap(conn.second))
{ {
if (!bit.wire) continue; if (!bit.wire) continue;
for (auto fanout_bit : cell_fanout[cell]) for (auto fanout_bit : fanout)
{ {
edges_fw[bit].insert(fanout_bit); edges_fw[bit].insert(fanout_bit);
edges_bw[fanout_bit].insert(bit); edges_bw[fanout_bit].insert(bit);
@ -552,7 +577,9 @@ struct FlowmapWorker
if (fanin > order) if (fanin > order)
log_error("Cell %s (%s.%s) with fan-in %d cannot be mapped to a %d-LUT.\n", log_error("Cell %s (%s.%s) with fan-in %d cannot be mapped to a %d-LUT.\n",
cell->type.c_str(), log_id(module), log_id(cell), fanin, order); cell->type.c_str(), log_id(module), log_id(cell), fanin, order);
}
gate_count++;
gate_area += 1 << fanin;
} }
for (auto edge : edges_fw) for (auto edge : edges_fw)
@ -574,15 +601,23 @@ struct FlowmapWorker
outputs.insert(node); outputs.insert(node);
} }
if (debug)
{
dump_dot_graph("flowmap-initial.dot", GraphMode::Label);
log("Dumped initial graph to `flowmap-initial.dot`.\n");
}
}
void label_nodes()
{
for (auto node : nodes) for (auto node : nodes)
labels[node] = -1; labels[node] = -1;
for (auto input : inputs) for (auto input : inputs)
labels[input] = 0;
if (debug)
{ {
dump_dot_graph("flowmap-init.dot"); if (input.wire->attributes.count("\\$flowmap_level"))
log("Dumped complete combinatorial graph to `flowmap-init.dot`.\n"); labels[input] = input.wire->attributes["\\$flowmap_level"].as_int();
else
labels[input] = 0;
} }
pool<RTLIL::SigBit> worklist = nodes; pool<RTLIL::SigBit> worklist = nodes;
@ -644,23 +679,25 @@ struct FlowmapWorker
k.insert(xi_node_pred); k.insert(xi_node_pred);
} }
log_assert((int)k.size() <= order); log_assert((int)k.size() <= order);
lut_inputs[sink] = k; lut_edges_bw[sink] = k;
for (auto k_node : k)
lut_edges_fw[k_node].insert(sink);
if (debug) if (debug)
{ {
log(" Maximum flow: %d. Assigned label %d.\n", flow, labels[sink]); log(" Maximum flow: %d. Assigned label %d.\n", flow, labels[sink]);
dump_dot_graph(stringf("flowmap-%d-sub.dot", debug_num), subgraph, {x, xi}); dump_dot_graph(stringf("flowmap-%d-sub.dot", debug_num), GraphMode::Cut, subgraph, {}, {}, {x, xi});
log(" Dumped subgraph to `flowmap-%d-sub.dot`.\n", debug_num); log(" Dumped subgraph to `flowmap-%d-sub.dot`.\n", debug_num);
flow_graph.dump_dot_graph(stringf("flowmap-%d-flow.dot", debug_num)); flow_graph.dump_dot_graph(stringf("flowmap-%d-flow.dot", debug_num));
log(" Dumped flow graph to `flowmap-%d-flow.dot`.\n", debug_num); log(" Dumped flow graph to `flowmap-%d-flow.dot`.\n", debug_num);
log(" LUT packed:");
for (auto xi_node : xi)
log(" %s", log_signal(xi_node));
log(".\n");
log(" LUT inputs:"); log(" LUT inputs:");
for (auto k_node : k) for (auto k_node : k)
log(" %s", log_signal(k_node)); log(" %s", log_signal(k_node));
log(".\n"); log(".\n");
log(" LUT packed gates:");
for (auto xi_node : xi)
log(" %s", log_signal(xi_node));
log(".\n");
} }
for (auto sink_succ : edges_fw[sink]) for (auto sink_succ : edges_fw[sink])
@ -669,27 +706,49 @@ struct FlowmapWorker
if (debug) if (debug)
{ {
dump_dot_graph("flowmap-done.dot"); dump_dot_graph("flowmap-labeled.dot", GraphMode::Label);
log("Dumped complete combinatorial graph to `flowmap-done.dot`.\n"); log("Dumped labeled graph to `flowmap-labeled.dot`.\n");
}
}
int pack_luts()
{
pool<RTLIL::SigBit> worklist = outputs;
while (!worklist.empty())
{
auto lut_node = worklist.pop();
lut_nodes.insert(lut_node);
for (auto input_node : lut_edges_bw[lut_node])
if (!lut_nodes[input_node] && !inputs[input_node])
worklist.insert(input_node);
} }
int depth = 0; int depth = 0;
for (auto label : labels) for (auto label : labels)
depth = max(depth, label.second); depth = max(depth, label.second);
log("Maximum depth: %d levels.\n", depth); log("Solved to %d LUTs in %d levels.\n", (int)lut_nodes.size(), depth);
if (debug)
{
pool<RTLIL::SigBit> lut_and_input_nodes;
lut_and_input_nodes.insert(lut_nodes.begin(), lut_nodes.end());
lut_and_input_nodes.insert(inputs.begin(), inputs.end());
dump_dot_graph("flowmap-packed.dot", GraphMode::Label, lut_and_input_nodes, lut_edges_fw, lut_gates);
log("Dumped packed graph to `flowmap-packed.dot`.\n");
}
return depth;
}
void map_cells(int minlut)
{
ConstEval ce(module); ConstEval ce(module);
for (auto input_node : inputs) for (auto input_node : inputs)
ce.stop(input_node); ce.stop(input_node);
log("\n");
log("Mapping cells.\n");
pool<RTLIL::SigBit> mapped_nodes; pool<RTLIL::SigBit> mapped_nodes;
worklist = outputs; for (auto node : lut_nodes)
while (!worklist.empty())
{ {
auto node = worklist.pop();
if (node_origins.count(node)) if (node_origins.count(node))
{ {
auto origin = node_origins[node]; auto origin = node_origins[node];
@ -721,8 +780,8 @@ struct FlowmapWorker
log_id(module), log_id(gate_origin.cell), gate_origin.port.c_str(), gate_origin.offset, log_signal(gate_node)); log_id(module), log_id(gate_origin.cell), gate_origin.port.c_str(), gate_origin.offset, log_signal(gate_node));
} }
vector<RTLIL::SigBit> input_nodes(lut_inputs[node].begin(), lut_inputs[node].end()); vector<RTLIL::SigBit> input_nodes(lut_edges_bw[node].begin(), lut_edges_bw[node].end());
RTLIL::Const lut_table(State::Sx, 1 << input_nodes.size()); RTLIL::Const lut_table(State::Sx, max(1 << input_nodes.size(), 1 << minlut));
for (unsigned i = 0; i < (1 << input_nodes.size()); i++) for (unsigned i = 0; i < (1 << input_nodes.size()); i++)
{ {
ce.push(); ce.push();
@ -746,28 +805,24 @@ struct FlowmapWorker
RTLIL::SigSpec lut_a, lut_y = node; RTLIL::SigSpec lut_a, lut_y = node;
for (auto input_node : input_nodes) for (auto input_node : input_nodes)
lut_a.append_bit(input_node); lut_a.append_bit(input_node);
lut_a.append(RTLIL::Const(State::Sx, minlut - input_nodes.size()));
RTLIL::Cell *lut = module->addLut(NEW_ID, lut_a, lut_y, lut_table); RTLIL::Cell *lut = module->addLut(NEW_ID, lut_a, lut_y, lut_table);
mapped_count++; mapped_nodes.insert(node);
for (auto gate_node : lut_gates[node]) for (auto gate_node : lut_gates[node])
{ {
auto gate_origin = node_origins[gate_node]; auto gate_origin = node_origins[gate_node];
lut->add_strpool_attribute("\\src", gate_origin.cell->get_strpool_attribute("\\src")); lut->add_strpool_attribute("\\src", gate_origin.cell->get_strpool_attribute("\\src"));
packed_count++; packed_count++;
} }
lut_count++;
lut_area += lut_table.size();
if ((int)input_nodes.size() >= minlut)
log(" Packed into a %d-LUT %s.%s.\n", (int)input_nodes.size(), log_id(module), log_id(lut)); log(" Packed into a %d-LUT %s.%s.\n", (int)input_nodes.size(), log_id(module), log_id(lut));
else
mapped_nodes.insert(node); log(" Packed into a %d-LUT %s.%s (implemented as %d-LUT).\n", (int)input_nodes.size(), log_id(module), log_id(lut), minlut);
for (auto input_node : input_nodes)
{
if (!mapped_nodes[input_node] && !inputs[input_node])
worklist.insert(input_node);
} }
}
unique_packed_count += nodes.size();
for (auto node : mapped_nodes) for (auto node : mapped_nodes)
{ {
@ -777,6 +832,19 @@ struct FlowmapWorker
origin.cell->setPort(origin.port, driver); origin.cell->setPort(origin.port, driver);
} }
} }
FlowmapWorker(int order, int minlut, pool<IdString> cell_types, bool debug, RTLIL::Module *module) :
order(order), debug(debug), module(module), sigmap(module), index(module)
{
log("Labeling cells.\n");
discover_nodes(cell_types);
label_nodes();
pack_luts();
log("\n");
log("Mapping cells.\n");
map_cells(minlut);
}
}; };
static void split(std::vector<std::string> &tokens, const std::string &text, char sep) static void split(std::vector<std::string> &tokens, const std::string &text, char sep)
@ -802,10 +870,13 @@ struct FlowmapPass : public Pass {
log("be evaluated with the `eval` pass, including cells with multiple output ports\n"); log("be evaluated with the `eval` pass, including cells with multiple output ports\n");
log("and multi-bit input and output ports.\n"); log("and multi-bit input and output ports.\n");
log("\n"); log("\n");
log(" -maxlut <k>\n"); log(" -maxlut k\n");
log(" perform technology mapping for a k-LUT architecture. if not specified,\n"); log(" perform technology mapping for a k-LUT architecture. if not specified,\n");
log(" defaults to 3.\n"); log(" defaults to 3.\n");
log("\n"); log("\n");
log(" -minlut n\n");
log(" only produce n-input or larger LUTs. if not specified, defaults to 1.\n");
log("\n");
log(" -cells <cell>[,<cell>,...]\n"); log(" -cells <cell>[,<cell>,...]\n");
log(" map specified cells. if not specified, maps $_NOT_, $_AND_, $_OR_,\n"); log(" map specified cells. if not specified, maps $_NOT_, $_AND_, $_OR_,\n");
log(" $_XOR_ and $_MUX_, which are the outputs of the `simplemap` pass.\n"); log(" $_XOR_ and $_MUX_, which are the outputs of the `simplemap` pass.\n");
@ -816,9 +887,8 @@ struct FlowmapPass : public Pass {
} }
void execute(std::vector<std::string> args, RTLIL::Design *design) YS_OVERRIDE void execute(std::vector<std::string> args, RTLIL::Design *design) YS_OVERRIDE
{ {
log_header(design, "Executing FLOWMAP pass (pack LUTs with FlowMap).\n");
int order = 3; int order = 3;
int minlut = 1;
vector<string> cells; vector<string> cells;
bool debug = false; bool debug = false;
@ -830,6 +900,11 @@ struct FlowmapPass : public Pass {
order = atoi(args[++argidx].c_str()); order = atoi(args[++argidx].c_str());
continue; continue;
} }
if (args[argidx] == "-minlut" && argidx + 1 < args.size())
{
minlut = atoi(args[++argidx].c_str());
continue;
}
if (args[argidx] == "-cells" && argidx + 1 < args.size()) if (args[argidx] == "-cells" && argidx + 1 < args.size())
{ {
split(cells, args[++argidx], ','); split(cells, args[++argidx], ',');
@ -855,18 +930,24 @@ struct FlowmapPass : public Pass {
cell_types = {"$_NOT_", "$_AND_", "$_OR_", "$_XOR_", "$_MUX_"}; cell_types = {"$_NOT_", "$_AND_", "$_OR_", "$_XOR_", "$_MUX_"};
} }
int mapped_count = 0, packed_count = 0, unique_packed_count = 0; log_header(design, "Executing FLOWMAP pass (pack LUTs with FlowMap).\n");
int gate_count = 0, lut_count = 0, packed_count = 0;
int gate_area = 0, lut_area = 0;
for (auto module : design->selected_modules()) for (auto module : design->selected_modules())
{ {
FlowmapWorker worker(order, cell_types, debug, module); FlowmapWorker worker(order, minlut, cell_types, debug, module);
mapped_count += worker.mapped_count; gate_count += worker.gate_count;
lut_count += worker.lut_count;
packed_count += worker.packed_count; packed_count += worker.packed_count;
unique_packed_count += worker.unique_packed_count; gate_area += worker.gate_area;
lut_area += worker.lut_area;
} }
log("\n"); log("\n");
log("Mapped %d LUTs.\n", mapped_count); log("Mapped %d LUTs.\n", lut_count);
log("Packed %d cells %d times.\n", unique_packed_count, packed_count); log("Packed %d cells; duplicated %d cells.\n", packed_count, packed_count - gate_count);
log("Solution has %.1f%% area overhead.\n", (lut_area - gate_area) * 100.0 / gate_area);
} }
} FlowmapPass; } FlowmapPass;

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// Exact reproduction of Figure 2(a) from 10.1109/43.273754.
module top(...);
input a,b,c,d,e,f;
wire nA = b&c;
wire A = !nA;
wire nB = c|d;
wire B = !nB;
wire nC = e&f;
wire C = !nC;
wire D = A|B;
wire E = a&D;
wire nF = D&C;
wire F = !nF;
wire nG = F|B;
wire G = !nG;
wire H = a&F;
wire I = E|G;
wire J = G&C;
wire np = H&I;
output p = !np;
output q = A|J;
endmodule

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// Like flow.v, but results in a network identical to Figure 2(b).
module top(...);
input a,b,c,d,e,f;
wire A = b&c;
wire B = c|d;
wire C = e&f;
wire D = A|B;
wire E = a&D;
wire F = D&C;
wire G = F|B;
wire H = a&F;
wire I = E|G;
wire J = G&C;
output p = H&I;
output q = A|J;
endmodule