[VTA] TSIM improvements and fixes (apache#3505)

* add tsim init function * add sim device * test wait and resume * launch simulation thread from DPILoader * add VTASimDPI module to handle all simulation related stuff * test tsim init * move exit to simdpi module * update vta driver * add chisel DPI module * get back simshell * update vta to support dpi sim * update unittests * add tsim to integration-conv2d test * run resnet on tsim * remove max-cycles * match tsim counters with sim counters * use env in simulator to switch between sim and tsim * update unittest * rollback conv2d test * update resnet * add stats to matrix multiply * add stats * print stats after assert * update other tests * add stats to gemm * add return and remove unused libs * add missing arg * return lib * update comments for linter * add more comments to VTASimDPI module * remove trailing spaces * remove trailing spaces
neo-ai · Jul 11, 2019 · e812ad4 · e812ad4
1 parent 80ec682
commit e812ad4
Show file tree

Hide file tree

Showing 30 changed files with 671 additions and 270 deletions.
diff --git a/vta/apps/tsim_example/hardware/chisel/src/test/scala/dut/TestAccel.scala b/vta/apps/tsim_example/hardware/chisel/src/test/scala/dut/TestAccel.scala
@@ -20,6 +20,7 @@
 package test
 
 import chisel3._
+import chisel3.experimental.MultiIOModule
 import vta.dpi._
 import accel._
 
@@ -28,32 +29,39 @@ import accel._
   * Instantiate Host and Memory DPI modules.
   *
   */
-class VTASimShell extends Module {
-  val io = IO(new Bundle {
-    val host = new VTAHostDPIMaster
-    val mem = new VTAMemDPIClient
-  })
-  val host = Module(new VTAHostDPI)
-  val mem = Module(new VTAMemDPI)
-  mem.io.dpi <> io.mem
-  mem.io.reset := reset
-  mem.io.clock := clock
-  io.host <> host.io.dpi
-  host.io.reset := reset
-  host.io.clock := clock
+class VTASimShell extends MultiIOModule {
+  val host = IO(new VTAHostDPIMaster)
+  val mem = IO(new VTAMemDPIClient)
+  val sim_clock = IO(Input(Clock()))
+  val sim_wait = IO(Output(Bool()))
+  val mod_sim = Module(new VTASimDPI)
+  val mod_host = Module(new VTAHostDPI)
+  val mod_mem = Module(new VTAMemDPI)
+  mod_mem.io.clock := clock
+  mod_mem.io.reset := reset
+  mod_mem.io.dpi <> mem
+  mod_host.io.clock := clock
+  mod_host.io.reset := reset
+  host <> mod_host.io.dpi
+  mod_sim.io.clock := sim_clock
+  mod_sim.io.reset := reset
+  sim_wait := mod_sim.io.dpi_wait
 }
 
 /** Test accelerator.
   *
   * Instantiate and connect the simulation-shell and the accelerator.
   *
   */
-class TestAccel extends Module {
-  val io = IO(new Bundle {})
+class TestAccel extends MultiIOModule {
+  val sim_clock = IO(Input(Clock()))
+  val sim_wait = IO(Output(Bool()))
   val sim_shell = Module(new VTASimShell)
   val vta_accel = Module(new Accel)
-  vta_accel.io.host <> sim_shell.io.host
-  sim_shell.io.mem <> vta_accel.io.mem
+  sim_shell.sim_clock := sim_clock
+  sim_wait := sim_shell.sim_wait
+  sim_shell.mem <> vta_accel.io.mem
+  vta_accel.io.host <> sim_shell.host
 }
 
 /** Generate TestAccel as top module */

diff --git a/vta/apps/tsim_example/hardware/verilog/src/TestAccel.v b/vta/apps/tsim_example/hardware/verilog/src/TestAccel.v
@@ -25,7 +25,9 @@
 module TestAccel
 (
   input clock,
-  input reset
+  input reset,
+  input sim_clock,
+  output sim_wait
 );
 
   localparam HOST_ADDR_BITS = 8;
@@ -53,6 +55,14 @@ module TestAccel
   logic [MEM_DATA_BITS-1:0] mem_rd_bits;
   logic                     mem_rd_ready;
 
+  VTASimDPI sim
+  (
+    .clock          (sim_clock),
+    .reset          (reset),
+
+    .dpi_wait       (sim_wait)
+  );
+
   VTAHostDPI host
   (
     .clock          (clock),
@@ -114,4 +124,5 @@ module TestAccel
     .mem_rd_bits     (mem_rd_bits),
     .mem_rd_ready    (mem_rd_ready)
   );
+
 endmodule
diff --git a/vta/apps/tsim_example/python/tsim.py b/vta/apps/tsim_example/python/tsim.py
@@ -20,7 +20,22 @@
 import os.path as osp
 from sys import platform
 
-def driver(hw_backend):
+def get_ext():
+    return ".dylib" if platform == "darwin" else ".so"
+
+def load_dll(dll):
+    try:
+        return [ctypes.CDLL(dll, ctypes.RTLD_GLOBAL)]
+    except OSError:
+        return []
+
+def load_sw():
+    cur_path = osp.dirname(osp.abspath(osp.expanduser(__file__)))
+    sw_libname = "libsw" + get_ext()
+    sw_lib = osp.join(cur_path, "..", "build", sw_libname)
+    load_dll(sw_lib)
+
+def init(hw_backend):
     """Init hardware and software shared library for accelerator
 
      Parameters
@@ -29,23 +44,15 @@ def driver(hw_backend):
         Hardware backend can be verilog or chisel
 
     """
-    _ext = ".dylib" if platform == "darwin" else ".so"
-    _hw_libname = "libhw" + _ext
-    _sw_libname = "libsw" + _ext
-    _cur_path = osp.dirname(osp.abspath(osp.expanduser(__file__)))
+    cur_path = osp.dirname(osp.abspath(osp.expanduser(__file__)))
+    hw_libname = "libhw" + get_ext()
     if hw_backend in ("verilog", "chisel"):
-        _hw_lib = osp.join(_cur_path, "..", "hardware", hw_backend, "build", _hw_libname)
-    _sw_lib = osp.join(_cur_path, "..", "build", _sw_libname)
-
-    def load_dll(dll):
-        try:
-            return [ctypes.CDLL(dll, ctypes.RTLD_GLOBAL)]
-        except OSError:
-            return []
-
-    def run(a, b, c):
-        load_dll(_sw_lib)
-        f = tvm.get_global_func("tvm.vta.driver")
-        m = tvm.module.load(_hw_lib, "vta-tsim")
-        return f(m, a, b, c)
-    return run
+        hw_lib = osp.join(cur_path, "..", "hardware", hw_backend, "build", hw_libname)
+    m = tvm.module.load(hw_lib, "vta-tsim")
+    load_sw()
+    f = tvm.get_global_func("tvm.vta.tsim.init")
+    f(m)
+
+def load_module():
+    load_sw()
+    return tvm.get_global_func("tvm.vta.driver")
diff --git a/vta/apps/tsim_example/src/driver.cc b/vta/apps/tsim_example/src/driver.cc
@@ -35,25 +35,56 @@ uint32_t get_half_addr(void *p, bool upper) {
 using vta::dpi::DPIModuleNode;
 using tvm::runtime::Module;
 
+class DPILoader {
+ public:
+  ~DPILoader() {
+    dpi_->SimResume();
+    dpi_->SimFinish();
+  }
+
+  void Init(Module module) {
+    mod_ = module;
+    dpi_ = this->Get();
+    dpi_->SimLaunch();
+    dpi_->SimWait();
+  }
+
+  DPIModuleNode* Get() {
+    return static_cast<DPIModuleNode*>(mod_.operator->());
+  }
+
+  static DPILoader* Global() {
+    static DPILoader inst;
+    return &inst;
+  }
+
+  // TVM module
+  Module mod_;
+  // DPI Module
+  DPIModuleNode* dpi_{nullptr};
+};
+
 class Device {
  public:
-  Device(Module module)
-      : module_(module) {
-    dpi_ = static_cast<DPIModuleNode*>(
-        module.operator->());
+  Device() {
+    loader_ = DPILoader::Global();
   }
 
   uint32_t Run(uint32_t c, uint32_t length, void* inp, void* out) {
     uint32_t cycles;
+    this->Init();
     this->Launch(c, length, inp, out);
     cycles = this->WaitForCompletion();
-    dpi_->Finish();
     return cycles;
   }
 
  private:
+  void Init() {
+    dpi_ = loader_->Get();
+    dpi_->SimResume();
+  }
+
   void Launch(uint32_t c, uint32_t length, void* inp, void* out) {
-    dpi_->Launch(wait_cycles_);
     dpi_->WriteReg(0x08, c);
     dpi_->WriteReg(0x0c, length);
     dpi_->WriteReg(0x10, get_half_addr(inp, false));
@@ -70,24 +101,33 @@ class Device {
       if (val == 2) break; // finish
     }
     val = dpi_->ReadReg(0x04);
+    dpi_->SimWait();
     return val;
   }
 
+  // wait cycles
   uint32_t wait_cycles_{100000000};
-  DPIModuleNode* dpi_;
-  Module module_;
+  // DPI loader
+  DPILoader* loader_{nullptr};
+  // DPI Module
+  DPIModuleNode* dpi_{nullptr};
 };
 
 using tvm::runtime::TVMRetValue;
 using tvm::runtime::TVMArgs;
 
+TVM_REGISTER_GLOBAL("tvm.vta.tsim.init")
+.set_body([](TVMArgs args, TVMRetValue* rv) {
+    Module m = args[0];
+    DPILoader::Global()->Init(m);
+  });
+
 TVM_REGISTER_GLOBAL("tvm.vta.driver")
 .set_body([](TVMArgs args, TVMRetValue* rv) {
-    Module dev_mod = args[0];
-    DLTensor* A = args[1];
-    DLTensor* B = args[2];
-    Device dev_(dev_mod);
-    uint32_t cycles = dev_.Run(static_cast<int>(args[3]), A->shape[0], A->data, B->data);
+    DLTensor* A = args[0];
+    DLTensor* B = args[1];
+    Device dev_;
+    uint32_t cycles = dev_.Run(static_cast<int>(args[2]), A->shape[0], A->data, B->data);
     *rv = static_cast<int>(cycles);
   });
 

diff --git a/vta/apps/tsim_example/tests/python/chisel_accel.py b/vta/apps/tsim_example/tests/python/chisel_accel.py
@@ -26,12 +26,13 @@ def test_accel():
     ctx = tvm.cpu(0)
     a = tvm.nd.array(np.random.randint(rmax, size=n).astype("uint64"), ctx)
     b = tvm.nd.array(np.zeros(n).astype("uint64"), ctx)
-    f = tsim.driver("chisel")
+    f = tsim.load_module()
     cycles = f(a, b, c)
     msg = "cycles:{0:4} n:{1:2} c:{2:2}".format(cycles, n, c)
     np.testing.assert_equal(b.asnumpy(), a.asnumpy() + c, err_msg = "[FAIL] " + msg)
     print("[PASS] " + msg)
 
 if __name__ == "__main__":
+    tsim.init("chisel")
     for i in range(10):
         test_accel()
diff --git a/vta/apps/tsim_example/tests/python/verilog_accel.py b/vta/apps/tsim_example/tests/python/verilog_accel.py
@@ -26,12 +26,13 @@ def test_accel():
     ctx = tvm.cpu(0)
     a = tvm.nd.array(np.random.randint(rmax, size=n).astype("uint64"), ctx)
     b = tvm.nd.array(np.zeros(n).astype("uint64"), ctx)
-    f = tsim.driver("verilog")
+    f = tsim.load_module()
     cycles = f(a, b, c)
     msg = "cycles:{0:4} n:{1:2} c:{2:2}".format(cycles, n, c)
     np.testing.assert_equal(b.asnumpy(), a.asnumpy() + c, err_msg = "[FAIL] " + msg)
     print("[PASS] " + msg)
 
 if __name__ == "__main__":
+    tsim.init("verilog")
     for i in range(10):
         test_accel()
diff --git a/vta/hardware/chisel/src/main/resources/verilog/VTAHostDPI.v b/vta/hardware/chisel/src/main/resources/verilog/VTAHostDPI.v
@@ -35,7 +35,6 @@ module VTAHostDPI #
 
   import "DPI-C" function void VTAHostDPI
   (
-    output byte unsigned exit,
     output byte unsigned req_valid,
     output byte unsigned req_opcode,
     output byte unsigned req_addr,
@@ -50,7 +49,6 @@ module VTAHostDPI #
   typedef logic [31:0] dpi32_t;
 
   dpi1_t  __reset;
-  dpi8_t  __exit;
   dpi8_t  __req_valid;
   dpi8_t  __req_opcode;
   dpi8_t  __req_addr;
@@ -80,15 +78,13 @@ module VTAHostDPI #
   // evaluate DPI function
   always_ff @(posedge clock) begin
     if (reset | __reset) begin
-      __exit = 0;
       __req_valid = 0;
       __req_opcode = 0;
       __req_addr = 0;
       __req_value = 0;
     end
     else begin
       VTAHostDPI(
-        __exit,
         __req_valid,
         __req_opcode,
         __req_addr,
@@ -99,21 +95,4 @@ module VTAHostDPI #
     end
   end
 
-  logic [63:0] cycles;
-
-  always_ff @(posedge clock) begin
-    if (reset | __reset) begin
-      cycles <= 'd0;
-    end
-    else begin
-      cycles <= cycles + 1'b1;
-    end
-  end
-
-  always_ff @(posedge clock) begin
-    if (__exit == 'd1) begin
-      $finish;
-    end
-  end
-
 endmodule