From ce905418c16afb92f5f868236351a6027ff343e2 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Wed, 6 Aug 2025 04:17:12 +0000 Subject: [PATCH 01/17] [Test] Add ViT tests case --- PyTorchSimFrontend/extension_device.cpp | 1 + tests/test_vit.py | 139 ++++++++++++++++++++++++ 2 files changed, 140 insertions(+) create mode 100644 tests/test_vit.py diff --git a/PyTorchSimFrontend/extension_device.cpp b/PyTorchSimFrontend/extension_device.cpp index 4d33db08..fb915c22 100644 --- a/PyTorchSimFrontend/extension_device.cpp +++ b/PyTorchSimFrontend/extension_device.cpp @@ -307,6 +307,7 @@ TORCH_LIBRARY_IMPL(aten, PrivateUse1, m) { m.impl("_foreach_addcdiv_.ScalarList", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); m.impl("_foreach_add_.List", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); m.impl("cat.out", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); + m.impl("_native_multi_head_attention", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); } // This basic implementation doesn't bother dealing with different device indices diff --git a/tests/test_vit.py b/tests/test_vit.py new file mode 100644 index 00000000..dccb7b12 --- /dev/null +++ b/tests/test_vit.py @@ -0,0 +1,139 @@ +import torch +import torch._dynamo +import torch.utils.cpp_extension +import argparse +from torchvision import models +from torchvision.models.vision_transformer import _vision_transformer + +def test_result(name, out, cpu_out, rtol=1e-4, atol=1e-4): + if torch.allclose(out.cpu(), cpu_out, rtol=rtol, atol=atol): + message = f"|{name} Test Passed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + else: + message = f"|{name} Test Failed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + print("custom out: ", out.cpu()) + print("cpu out: ", cpu_out) + exit(1) + +def init_vit_weights(m): + if isinstance(m, torch.nn.Linear): + torch.nn.init.normal_(m.weight, mean=0.0, std=0.02) + if m.bias is not None: + torch.nn.init.zeros_(m.bias) + + elif isinstance(m, torch.nn.Conv2d): + torch.nn.init.kaiming_normal_(m.weight, nonlinearity='linear') + if m.bias is not None: + torch.nn.init.zeros_(m.bias) + + elif isinstance(m, torch.nn.LayerNorm): + if m.weight is not None: + torch.nn.init.ones_(m.weight) + if m.bias is not None: + torch.nn.init.zeros_(m.bias) + + elif isinstance(m, torch.nn.MultiheadAttention): + # QKV projection + if hasattr(m, 'in_proj_weight'): + torch.nn.init.normal_(m.in_proj_weight, mean=0.0, std=0.02) + if hasattr(m, 'in_proj_bias') and m.in_proj_bias is not None: + torch.nn.init.normal_(m.in_proj_bias) + + # Output projection + if hasattr(m, 'out_proj'): + torch.nn.init.normal_(m.out_proj.weight, mean=0.0, std=0.02) + if m.out_proj.bias is not None: + torch.nn.init.normal_(m.out_proj.bias) + +def test_vit(device, batch=1, shape=(3, 224, 224), num_layers=1, num_heads=12, hidden_dim=768, mlp_dim=3072): + with torch.no_grad(): + #model = models.vit_b_16(models.ViT_B_16_Weights.IMAGENET1K_V1).eval() + model = _vision_transformer( + patch_size=16, + num_layers=num_layers, + num_heads=num_heads, + hidden_dim=hidden_dim, + mlp_dim=mlp_dim, + weights=None, + progress=False + ).eval() + model.apply(init_vit_weights) + + input_tensor = torch.randn(batch, *shape) + x_device = input_tensor.to(device=device) + x_cpu = input_tensor.cpu() + + model.to(device) + opt_model = torch.compile(dynamic=False)(model) + out_device = opt_model(x_device) + + cpu_model = model.cpu() + out_cpu = cpu_model(x_cpu) + + test_result("VisionTransformer inference", out_device, out_cpu) + print("Max diff > ", torch.max(torch.abs(out_device.cpu() - out_cpu))) + print("VisionTransformer Simulation Done") + +def test_multihead_attention(device, batch=1, seq_len=32, hidden_dim=768, num_heads=12): + print(f"Testing MultiheadAttention (batch={batch}, seq_len={seq_len}, dim={hidden_dim}, heads={num_heads})") + + mha = torch.nn.MultiheadAttention( + embed_dim=hidden_dim, + num_heads=num_heads, + batch_first=True, + dropout=0.0, + ).eval() + mha.apply(init_vit_weights) + + x = torch.randn(seq_len, hidden_dim) + query, key, value = x.clone(), x.clone(), x.clone() + + mha_device = mha.to(device) + q1, k1, v1 = query.to(device), key.to(device), value.to(device) + + compiled_mha = torch.compile(mha_device, dynamic=False) + with torch.no_grad(): + out_device, _ = compiled_mha(q1, k1, v1) + + mha_cpu = mha.cpu() + q2, k2, v2 = query.cpu(), key.cpu(), value.cpu() + with torch.no_grad(): + out_cpu, _ = mha_cpu(q2, k2, v2) + + test_result("MultiheadAttention", out_device, out_cpu) + print("Max diff > ", torch.max(torch.abs(out_device.cpu() - out_cpu))) + print("MultiheadAttention Simulation Done") + +if __name__ == "__main__": + import os + import sys + parser = argparse.ArgumentParser(description="Run Vision Transformer test with comparison") + parser.add_argument('--batch', type=int, default=1) + parser.add_argument('--shape', type=str, default="(3,224,224)", help="e.g. '(3,224,224)'") + parser.add_argument('--num_layers', type=int, default=1) + parser.add_argument('--num_heads', type=int, default=12) + parser.add_argument('--hidden_dim', type=int, default=768) + parser.add_argument('--mlp_dim', type=int, default=3072) + args = parser.parse_args() + + shape = tuple(map(int, args.shape.strip('()').split(','))) + + sys.path.append(os.environ.get('TORCHSIM_DIR', default='/workspace/PyTorchSim')) + from Scheduler.scheduler import ExecutionEngine + module = ExecutionEngine.setup_device() + device = module.custom_device() + test_multihead_attention(device) + #test_vit( + # device, + # batch=args.batch, + # shape=shape, + # num_layers=args.num_layers, + # num_heads=args.num_heads, + # hidden_dim=args.hidden_dim, + # mlp_dim=args.mlp_dim + #) \ No newline at end of file From 043b96fc9d205f69ad55807f354506083a0dac97 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Mon, 11 Aug 2025 02:47:01 +0000 Subject: [PATCH 02/17] [Fronted] Fix offset mechanism & support vit model --- PyTorchSimFrontend/mlir/mlir_bmm_template.py | 10 +- .../mlir/mlir_codegen_backend.py | 76 +++++++++---- PyTorchSimFrontend/mlir/mlir_common.py | 17 +++ .../mlir/mlir_conv_mt_template.py | 8 +- .../mlir/mlir_conv_sb_template.py | 8 +- .../mlir/mlir_conv_sbs_template.py | 8 +- PyTorchSimFrontend/mlir/mlir_conv_template.py | 8 +- PyTorchSimFrontend/mlir/mlir_gemm_template.py | 11 +- PyTorchSimFrontend/mlir/mlir_scheduling.py | 6 +- PyTorchSimFrontend/mlir/mlir_template.py | 2 +- tests/test_conv2d.py | 1 + tests/test_vit.py | 106 +++++++++++++++--- 12 files changed, 212 insertions(+), 49 deletions(-) diff --git a/PyTorchSimFrontend/mlir/mlir_bmm_template.py b/PyTorchSimFrontend/mlir/mlir_bmm_template.py index 9a9785e1..79e03bd5 100644 --- a/PyTorchSimFrontend/mlir/mlir_bmm_template.py +++ b/PyTorchSimFrontend/mlir/mlir_bmm_template.py @@ -173,9 +173,9 @@ def render(self, W_tensor = empty_strided(W.layout.size, W.layout.stride) X_tensor = empty_strided(X.layout.size, X.layout.stride) - if len(W_tensor.size()) > 3: + if len(W_tensor.size()) > 3 or len(W_tensor.size()) == 2: W_tensor = W_tensor.view([-1, W_tensor.shape[-2], W_tensor.shape[-1]]) - if len(X_tensor.size()) > 3: + if len(X_tensor.size()) > 3 or len(X_tensor.size()) == 2: X_tensor = X_tensor.view([-1, X_tensor.shape[-2], X_tensor.shape[-1]]) B, M, N, K = X_tensor.size()[0], X_tensor.size()[1], W_tensor.size()[2], X_tensor.size()[2] @@ -217,6 +217,7 @@ def render(self, X_tile_desc = mlir_common.MLIRMultiDimTile(X_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) X_tile_desc.set_tile_size_stride(X_tile_size, X_tile_stride) X_tile_desc.set_name("X_buffer") + X_tile_desc.offset = X.get_layout().offset X_stride = X_tensor.stride() X_idx = [loop_dim[0]*X_stride[0], loop_dim[1]*X_stride[1], loop_dim[3]*X_stride[2]] # To keep index arguemnt order, we used index_list @@ -225,6 +226,7 @@ def render(self, W_tile_desc = mlir_common.MLIRMultiDimTile(X_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) W_tile_desc.set_tile_size_stride(W_tile_size, W_tile_stride) W_tile_desc.set_name("W_buffer") + W_tile_desc.offset = W.get_layout().offset W_stride = W_tensor.stride() W_idx = [loop_dim[0]*W_stride[0], loop_dim[3]*W_stride[1], loop_dim[2]*W_stride[2]] @@ -241,8 +243,12 @@ def render(self, Y_idx = [loop_dim[0]*Y_stride[0], loop_dim[2]*Y_stride[2], loop_dim[1]*Y_stride[1]] # Extract Bias info + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("Y_buffer") if Bias is not None: Bias_stride = Bias.get_layout().stride + Bias_tile_desc.offset = Bias.get_layout().offset if nr_rdim == 0: Bias_idx = [loop_dim[0]*Bias_stride[0], loop_dim[1]*Bias_stride[1], loop_dim[2]*Bias_stride[2]] else: diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index ff87c1d3..e9f527de 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -961,7 +961,7 @@ def parse_indices(self, expr, buffer=None, comments="", indirect_dims=[]) -> com index = self.apply_cse.generate(buffer, f"affine.apply #{map_var}({args})[{','.join(indirect_args)}] {comments}") return index - def parse_index_list(self, expr_list:list, buffer=None) -> common.CSEVariable: + def parse_index_list(self, expr_list:list, buffer=None, offset=sympy.Number(0)) -> common.CSEVariable: if buffer is None: buffer = self.applys zero_var = self.get_const_cse(0) @@ -970,8 +970,8 @@ def parse_index_list(self, expr_list:list, buffer=None) -> common.CSEVariable: if len(expr_list) == 1 and expr_list[0].is_number: # Constant case - return self.get_const_cse(int(expr_list[0])) - elif len(expr_list) == 1 and expr_list[0].is_symbol: + return self.get_const_cse(int(expr_list[0] + offset)) + elif len(expr_list) == 1 and expr_list[0].is_symbol and int(offset) == 0: # Identity case return expr_list[0] @@ -993,7 +993,7 @@ def parse_index_list(self, expr_list:list, buffer=None) -> common.CSEVariable: indices.append(str(new_arg)) # Extract index var - expr_str = str(sum(new_expr_list)) + expr_str = str(sum(new_expr_list) + offset) args = ", ".join(map(str, dim_list)) map_var = self.map_cse.generate(self.global_vars, f"affine_map<({args})[] -> ({expr_str})>") args = ", ".join([f"%{i}" for i in indices]) @@ -1254,13 +1254,10 @@ def store_reduction(self, name, index, value): def indirect_indexing(self, index_var, size, check=True): return str(index_var) - def _index_expr(self, tile_size, renamed_expression, index, base_vector_index): - tile_desc = self.kernel_group.tile_desc + def _index_expr(self, tile_desc, renamed_expression, index, base_vector_index): + tile_size = tile_desc.get_tile_size_per_lane() compute_vec_size = tile_desc.get_compute_vec_size() - - strides = [1] * len(tile_size) - for i in range(len(tile_size) - 2, -1, -1): - strides[i] = strides[i + 1] * tile_size[i + 1] + strides = tile_desc.get_tile_stride_per_lane() # Create vector index compute_vec = self.cse.generate(self.compute, f"vector.broadcast %{self.compute_idx} : index to vector<{compute_vec_size}xindex>") @@ -1278,7 +1275,25 @@ def _index_expr(self, tile_size, renamed_expression, index, base_vector_index): self.register_var_info(mod_vec, [compute_vec_size, "index"]) dim = ops.modular(ops.div(vector_index, div_vec), mod_vec) if idx == tile_desc.vlane_split_axis: # Need to add vector lane offset - offset = tile_desc.vlane_stride * strides[idx] + offset = tile_desc.vlane_stride #* strides[idx] + outer_sz = tile_size[idx] // tile_desc.vlane_stride + + nr_vector_lane = self.get_const_cse(self.vector_lane, "index") + nr_vector_lane_vec = self.const_cse.generate(self.const_buffer, f"vector.broadcast %{nr_vector_lane} : index to vector<{compute_vec_size}xindex>") + self.register_var_info(nr_vector_lane_vec, [compute_vec_size, "index"]) + + vlane_stride_coeff = self.get_const_cse(tile_desc.vlane_stride, "index") + vlane_outer_coeff = self.get_const_cse(outer_sz, "index") + vlane_stride_vec = self.const_cse.generate(self.const_buffer, f"vector.broadcast %{vlane_stride_coeff} : index to vector<{compute_vec_size}xindex>") + vlane_outer_vec = self.const_cse.generate(self.const_buffer, f"vector.broadcast %{vlane_outer_coeff} : index to vector<{compute_vec_size}xindex>") + self.register_var_info(vlane_stride_vec, [compute_vec_size, "index"]) + self.register_var_info(vlane_outer_vec, [compute_vec_size, "index"]) + stride_dim = ops.modular(dim, vlane_stride_vec) + outer_dim = ops.modular(ops.div(dim, vlane_stride_vec), vlane_outer_vec) + + dim = ops.add(stride_dim, ops.mul(outer_dim, nr_vector_lane_vec)) + + # Prepare vlane offset (vidx) vlane_coeff = self.get_const_cse(0, "i64") vlane_vec_size = 4 vlane_vec = self.const_cse.generate(self.const_buffer, f"vector.broadcast %{vlane_coeff} : i64 to vector<{vlane_vec_size}xi64>") @@ -1286,6 +1301,7 @@ def _index_expr(self, tile_size, renamed_expression, index, base_vector_index): self.register_var_info(vlane_offset, [vlane_vec_size, "i64"]) vlane_offset = ops.index_cast(vlane_offset, "index") self.register_var_info(vlane_offset, [vlane_vec_size, "index"]) + dim = ops.add(dim, vlane_offset) dim_list.append(dim) @@ -1296,6 +1312,7 @@ def _index_expr(self, tile_size, renamed_expression, index, base_vector_index): self.register_var_info(index_vec, [compute_vec_size, "index"]) offset = ops.add(index_vec, dim_list[i]) dim_list[i] = offset + arg_lists = [] for arg in renamed_expression.args: if isinstance(arg, sympy.Integer): @@ -1330,23 +1347,37 @@ def _index_expr(self, tile_size, renamed_expression, index, base_vector_index): return accum def index_expr(self, index, dtype): - tile_desc = self.kernel_group.tile_desc - tile_size = tile_desc.get_tile_size_per_lane() - mlir_dtype = mlir_common.DTYPE_TO_MLIR[dtype] - str_tile_size = [str(dim) for dim in tile_size] + base_tile_desc = self.kernel_group.tile_desc + if len(self.ranges) != self.reduction_depth: + # FIXME. This is a temporary solution to get tile stride of the reduction case + tile_desc = mlir_common.MLIRMultiDimTile( + base_tile_desc.get_tile_size(), + base_tile_desc.vector_lane, + base_tile_desc.vlane_split_axis, + base_tile_desc.vlane_stride, + base_tile_desc.get_compute_vec_size(), + ) + axis_order = list(range(len(tile_desc.get_tile_size()))) + axis_order = axis_order[1:] + axis_order[:1] # Move the first axis to the end + tile_desc.set_tile_size(tile_desc.get_tile_size(), axis_order) + else: + tile_desc = base_tile_desc compute_vec_size = tile_desc.get_compute_vec_size() - tile_shape = f"memref<{compute_vec_size}xi64, 1>" - vshape = f"vector<{compute_vec_size}xi64>" + + + tile_shape = f"memref<{compute_vec_size*self.vector_lane}xindex, 1>" + vshape = f"vector<{compute_vec_size}xindex>" # Create base_vector index var c_type = "uint64_t" new_name = f"index_expr_{compute_vec_size}" if new_name not in self.global_vars_dict: - self.header.writeline(f"{c_type} {new_name}_spad[{compute_vec_size}] __attribute__ ((section(\".spad\")));") + self.header.writeline(f"{c_type} {new_name}_spad[{compute_vec_size*self.vector_lane}] __attribute__ ((section(\".spad\")));") self.gem5_header.writeline(f"{c_type} {new_name}_spad[{compute_vec_size}] __attribute__((aligned(64)));") self.global_vars.writeline(f"memref.global @{new_name}_spad : {tile_shape}") self.global_vars_dict[new_name] = dict() sram_var = self.spad_cse.generate(self.spad_buffer, f"memref.get_global @{new_name}_spad : {tile_shape}") + # Initialize base vector if not self.base_vector_initialized: init_iter = "iter" @@ -1354,20 +1385,17 @@ def index_expr(self, index, dtype): self.spad_buffer.writeline(parallel_map) with self.spad_buffer.indent(): self.spad_buffer.writeline(f"%init_vec = vector.broadcast %{init_iter} : index to vector<2xindex>") - self.spad_buffer.writeline(f"%init_cvt_vec = arith.index_cast %init_vec : vector<2xindex> to vector<2xi64>") - self.spad_buffer.writeline(f"affine.vector_store %init_cvt_vec, %{sram_var}[%{init_iter}] : {tile_shape}, vector<2xi64>") + self.spad_buffer.writeline(f"affine.vector_store %init_vec, %{sram_var}[%{init_iter}] : {tile_shape}, vector<2xindex>") self.spad_buffer.writeline("}") self.base_vector_initialized = True line = f"affine.vector_load %{sram_var}[0] : {tile_shape}, {vshape}" - out = self.cse.generate(self.compute, line) - self.register_var_info(out, [compute_vec_size, "i64"]) - base_vector_index = ops.index_cast(out, "index") + base_vector_index = self.cse.generate(self.compute, line) self.register_var_info(base_vector_index, [compute_vec_size, "index"]) renamed_symbols = {symbol: "d"+str(symbol)[5:] for symbol in index.free_symbols} renamed_expression = index.subs(renamed_symbols) - result = self._index_expr(tile_size, renamed_expression, index, base_vector_index) + result = self._index_expr(tile_desc, renamed_expression, index, base_vector_index) return result def codegen_global_init(self): diff --git a/PyTorchSimFrontend/mlir/mlir_common.py b/PyTorchSimFrontend/mlir/mlir_common.py index 9151ac0b..2c16184f 100644 --- a/PyTorchSimFrontend/mlir/mlir_common.py +++ b/PyTorchSimFrontend/mlir/mlir_common.py @@ -193,6 +193,9 @@ def __init__(self, tile_size, vector_lane, vlane_split_axis=None, vlane_stride=N self.implicit_dim_size = None self.nr_rdim = 0 + # Dram offset + self.offset = sympy.Integer(0) + def set_name(self, name: str): self.name = name @@ -247,6 +250,20 @@ def update_tile_stride(self): def get_tile_stride(self): return self._tile_stride + def get_tile_stride_per_lane(self): + tile_stride = list(self.get_tile_stride()) # original strides + tile_size = list(self.get_tile_size()) # original tile size + split_axis = self.vlane_split_axis + + tile_size_per_lane = self.get_tile_size_per_lane() + coeff = tile_size[split_axis]//tile_size_per_lane[split_axis] + + # Propagate stride according to per-lane tile size + for i in range(len(tile_stride)): + if tile_stride[i] > tile_stride[split_axis]: + tile_stride[i] = tile_stride[i] // coeff + return tile_stride + def get_tile_size_per_lane(self): tile_size_per_lane = list(self._tile_size) if self.vlane_split_axis < 0 or self.vlane_split_axis >= len(tile_size_per_lane): diff --git a/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py b/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py index c5ec004c..77da97dc 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py @@ -64,7 +64,7 @@ affine.for %o_w = 0 to {{ O_W }} step {{ TILE_O_W }} { // Initialize output {%- if BIAS %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N, TILE_O_H, TILE_O_W], indent_size=10) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N, TILE_O_H, TILE_O_W], indent_size=10) }} {%- else %} affine.vector_store %v0, %output_buffer[%c0, %c0, %c0, %c0] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }}, vector<{{ kernel.get_spad_size_per_lane(TILE_O_H * TILE_M, TILE_N) }}xf32> {%- endif %} @@ -219,6 +219,11 @@ def render(self, # Extract Bias info Bias_idx = [Number(0), Symbol("tile_n"), Number(0), Number(0)] + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("output_buffer") + if Bias is not None: + Bias_tile_desc.offset = Bias.get_layout().offset kernel.render_options = dict( KERNEL_NAME=self.name, @@ -257,6 +262,7 @@ def render(self, X_tile_desc = X_tile_desc, W_tile_desc = W_tile_desc, Y_tile_desc = Y_tile_desc, + Bias_tile_desc = Bias_tile_desc, X_idx = X_idx, W_idx = W_idx, Bias_idx = Bias_idx, diff --git a/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py b/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py index 6c31776d..d239ab25 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py @@ -63,7 +63,7 @@ affine.for %tile_m = 0 to {{ O_W }} step {{ TILE_M }} { // Initialize output {%- if BIAS %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[1, SUB_TILE_N, TILE_O_H, SUB_TILE_M], indent_size=8) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[1, SUB_TILE_N, TILE_O_H, SUB_TILE_M], indent_size=8) }} {%- else %} affine.vector_store %v0, %output_buffer[%c0, %c0, %c0, %c0] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }}, vector<{{ kernel.get_spad_size_per_lane(TILE_O_H * TILE_M, TILE_N) }}xf32> {%- endif %} @@ -218,6 +218,11 @@ def render(self, # Extract Bias info Bias_idx = [Number(0), Symbol("tile_n"), Number(0), Number(0)] + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("output_buffer") + if Bias is not None: + Bias_tile_desc.offset = Bias.get_layout().offset kernel.render_options = dict( KERNEL_NAME=self.name, @@ -256,6 +261,7 @@ def render(self, X_tile_desc = X_tile_desc, W_tile_desc = W_tile_desc, Y_tile_desc = Y_tile_desc, + Bias_tile_desc = Bias_tile_desc, X_idx = X_idx, W_idx = W_idx, Bias_idx = Bias_idx, diff --git a/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py b/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py index 74309b30..1495a104 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py @@ -64,7 +64,7 @@ affine.for %tile_m = 0 to {{ O_W }} step {{ TILE_M }} { // Initialize output {%- if BIAS %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[1, SUB_TILE_N, TILE_O_H, SUB_TILE_M], indent_size=8) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[1, SUB_TILE_N, TILE_O_H, SUB_TILE_M], indent_size=8) }} {%- else %} affine.vector_store %v0, %output_buffer[%c0, %c0, %c0, %c0] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }}, vector<{{ kernel.get_spad_size_per_lane(TILE_O_H * TILE_M, TILE_N) }}xf32> {%- endif %} @@ -219,6 +219,11 @@ def render(self, # Extract Bias info Bias_idx = [Number(0), Symbol("tile_n"), Number(0), Number(0)] + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("output_buffer") + if Bias is not None: + Bias_tile_desc.offset = Bias.get_layout().offset kernel.render_options = dict( KERNEL_NAME=self.name, @@ -257,6 +262,7 @@ def render(self, X_tile_desc = X_tile_desc, W_tile_desc = W_tile_desc, Y_tile_desc = Y_tile_desc, + Bias_tile_desc = Bias_tile_desc, X_idx = X_idx, W_idx = W_idx, Bias_idx = Bias_idx, diff --git a/PyTorchSimFrontend/mlir/mlir_conv_template.py b/PyTorchSimFrontend/mlir/mlir_conv_template.py index 9cbd6514..00e7ad47 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_template.py @@ -65,7 +65,7 @@ affine.for %o_w = 0 to {{ O_W }} step {{ TILE_O_W }} { // Initialize output {%- if BIAS %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N, TILE_O_H, TILE_O_W], indent_size=10) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N, TILE_O_H, TILE_O_W], indent_size=10) }} {%- else %} affine.vector_store %v0, %output_buffer[%c0, %c0, %c0, %c0] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }}, vector<{{ kernel.get_spad_size_per_lane(TILE_O_H * TILE_M, TILE_N) }}xf32> {%- endif %} @@ -224,6 +224,11 @@ def render(self, # Extract Bias info Bias_idx = [Number(0), Symbol("tile_n"), Number(0), Number(0)] + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("output_buffer") + if Bias is not None: + Bias_tile_desc.offset = Bias.get_layout().offset kernel.render_options = dict( KERNEL_NAME=self.name, @@ -262,6 +267,7 @@ def render(self, X_tile_desc = X_tile_desc, W_tile_desc = W_tile_desc, Y_tile_desc = Y_tile_desc, + Bias_tile_desc = Bias_tile_desc, X_idx = X_idx, W_idx = W_idx, Bias_idx = Bias_idx, diff --git a/PyTorchSimFrontend/mlir/mlir_gemm_template.py b/PyTorchSimFrontend/mlir/mlir_gemm_template.py index f706c2e5..5b339189 100644 --- a/PyTorchSimFrontend/mlir/mlir_gemm_template.py +++ b/PyTorchSimFrontend/mlir/mlir_gemm_template.py @@ -35,7 +35,7 @@ affine.for %index0 = 0 to {{ M }} step {{ TILE_M }} { affine.for %index1 = 0 to {{ N }} step {{ TILE_N }} { {%- if Bias %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N], indent_size=6) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N], indent_size=6) }} {%- else %} affine.vector_store %v0, %Y_buffer[0, 0] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }}, vector<{{ kernel.get_spad_size_per_lane(TILE_M, TILE_N) }}xf32> {%- endif %} @@ -87,7 +87,7 @@ affine.for %index0 = 0 to {{ M }} step {{ TILE_M }} { %Y_bufferT = memref.reinterpret_cast %Y_buffer to offset: [0], sizes: [{{ TILE_M }}, {{ TILE_N }}], strides: [{{ TILE_N }}, 1] : {{ Y_tile_desc.get_mlir_shape(DATA_STYPE) }} to memref<{{ TILE_M }}x{{ TILE_N }}xf32, 1> {%- if Bias %} - {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Y_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N], indent_size=6) }} + {{ kernel.def_dma_op("MVIN", "Bias", Bias_idx, Bias_tile_desc, subtile_size=[SUB_TILE_M, SUB_TILE_N], indent_size=6) }} {%- else %} affine.vector_store %v0, %Y_buffer[0, 0] : memref<{{ TILE_N }}x{{ TILE_M }}xf32, 1>, vector<{{ kernel.get_spad_size_per_lane(TILE_M, TILE_N) }}xf32> {%- endif %} @@ -164,6 +164,7 @@ def render(self, X_tile_desc = mlir_common.MLIRMultiDimTile(X_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) X_tile_desc.set_tile_size_stride(X_tile_size, X_tile_stride) X_tile_desc.set_name("X_buffer") + X_tile_desc.offset = X.get_layout().offset X_stride = X.get_layout().stride X_idx = [sympy.Symbol("index0") * X_stride[0], sympy.Symbol("index2") * X_stride[1]] # To keep index arguemnt order, we used index_list @@ -172,6 +173,7 @@ def render(self, W_tile_desc = mlir_common.MLIRMultiDimTile(X_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) W_tile_desc.set_tile_size_stride(W_tile_size, W_tile_stride) W_tile_desc.set_name("W_buffer") + W_tile_desc.offset = W.get_layout().offset W_stride = W.get_layout().stride W_idx = [sympy.Symbol("index2") * W_stride[0], sympy.Symbol("index1") * W_stride[1]] @@ -189,8 +191,12 @@ def render(self, # Extract Bias info Bias = None if len(self.input_nodes) == 2 else self.input_nodes[2] + Bias_tile_desc = mlir_common.MLIRMultiDimTile(Y_tile_size, kernel.vector_lane, vlane_split_axis, vlane_stride) + Bias_tile_desc.set_tile_size_stride(Y_tile_size, Y_tile_stride) + Bias_tile_desc.set_name("Y_buffer") if Bias is not None: Bias_stride = Bias.get_layout().stride + Bias_tile_desc.offset = Bias.get_layout().offset if nr_rdim == 0: Bias_idx = [sympy.Symbol("index0") * Bias_stride[0], sympy.Symbol("index1") * Bias_stride[1]] else: @@ -217,6 +223,7 @@ def render(self, X_tile_desc = X_tile_desc, W_tile_desc = W_tile_desc, Y_tile_desc = Y_tile_desc, + Bias_tile_desc = Bias_tile_desc, epilogue_nodes = epilogue_nodes, prologue_nodes = prologue_nodes, input_reorder = self.input_reorder diff --git a/PyTorchSimFrontend/mlir/mlir_scheduling.py b/PyTorchSimFrontend/mlir/mlir_scheduling.py index 786971fe..36dd94ac 100644 --- a/PyTorchSimFrontend/mlir/mlir_scheduling.py +++ b/PyTorchSimFrontend/mlir/mlir_scheduling.py @@ -277,15 +277,15 @@ def codegen_template_code(self, kernel, render, template_node, prologue_nodes, e vars, reduction_vars = kernel.set_ranges(group, reduction_group) for node in prologue_nodes: # Reuse created spad - read_list = sorted(list(node.read_writes.reads)) + read_list = sorted([i.name for i in node.read_writes.reads]) candidate_found = False # Why? There is a case that memdep.get_size() != data.get_size() buf_dict = {} buf_dict.update({val.name : val for val in V.graph.buffers}) buf_dict.update(V.graph.graph_inputs) for candidate_read in read_list: - if candidate_read.name in buf_dict and reduce(operator.mul, buf_dict[candidate_read.name].get_size(), 1) == node.node.get_numel(): - prologue_input_arg = candidate_read.name + if candidate_read in buf_dict and reduce(operator.mul, buf_dict[candidate_read].get_size(), 1) == node.node.get_numel(): + prologue_input_arg = candidate_read candidate_found = True break assert(candidate_found) diff --git a/PyTorchSimFrontend/mlir/mlir_template.py b/PyTorchSimFrontend/mlir/mlir_template.py index 0b2a08f8..820d5c0d 100644 --- a/PyTorchSimFrontend/mlir/mlir_template.py +++ b/PyTorchSimFrontend/mlir/mlir_template.py @@ -663,7 +663,7 @@ def def_dma_op(self, dma_type, dram_var:str, index_list:list, tile_desc:mlir_com # Prepare code block local_code = IndentedBuffer() with V.set_kernel_handler(self): - index_var = self.parse_index_list(index_list, local_code) + index_var = self.parse_index_list(index_list, local_code, offset=tile_desc.offset) node_layout = self.named_nodes[dram_var].get_layout() if dram_var in self.exception_nodes: numel = self.exception_nodes[dram_var]["numel"] diff --git a/tests/test_conv2d.py b/tests/test_conv2d.py index c679b431..21bbfec7 100644 --- a/tests/test_conv2d.py +++ b/tests/test_conv2d.py @@ -55,3 +55,4 @@ def custom_conv2d(a, b, bias): test_conv2d(device, batch_size=1, in_channels=128, out_channels=256, input_size=7, kernel_size=3, stride=2, padding=1) test_conv2d(device, batch_size=1, in_channels=128, out_channels=256, input_size=2, kernel_size=1, stride=1, padding=0) test_conv2d(device, batch_size=1, in_channels=128, out_channels=256, input_size=14, kernel_size=1, stride=2, padding=0) + test_conv2d(device, batch_size=1, in_channels=3, out_channels=768, input_size=224, kernel_size=16,stride=16, padding=0) diff --git a/tests/test_vit.py b/tests/test_vit.py index dccb7b12..6f587127 100644 --- a/tests/test_vit.py +++ b/tests/test_vit.py @@ -3,7 +3,7 @@ import torch.utils.cpp_extension import argparse from torchvision import models -from torchvision.models.vision_transformer import _vision_transformer +from torchvision.models.vision_transformer import _vision_transformer, EncoderBlock def test_result(name, out, cpu_out, rtol=1e-4, atol=1e-4): if torch.allclose(out.cpu(), cpu_out, rtol=rtol, atol=atol): @@ -33,9 +33,9 @@ def init_vit_weights(m): elif isinstance(m, torch.nn.LayerNorm): if m.weight is not None: - torch.nn.init.ones_(m.weight) + torch.nn.init.normal_(m.weight) if m.bias is not None: - torch.nn.init.zeros_(m.bias) + torch.nn.init.normal_(m.bias) elif isinstance(m, torch.nn.MultiheadAttention): # QKV projection @@ -109,6 +109,84 @@ def test_multihead_attention(device, batch=1, seq_len=32, hidden_dim=768, num_he print("Max diff > ", torch.max(torch.abs(out_device.cpu() - out_cpu))) print("MultiheadAttention Simulation Done") +def test_encoder_block(device, batch=1, seq_len=16, hidden_dim=768, num_heads=12, mlp_dim=3072, dropout=0.1, attention_dropout=0.1): + with torch.no_grad(): + block = EncoderBlock( + num_heads=num_heads, + hidden_dim=hidden_dim, + mlp_dim=mlp_dim, + dropout=dropout, + attention_dropout=attention_dropout, + ).eval() + + input_tensor = torch.randn(batch, seq_len, hidden_dim) + + x_device = input_tensor.to(device=device) + x_cpu = input_tensor.cpu() + + block.to(device) + opt_block = torch.compile(dynamic=False)(block) + out_device = opt_block(x_device) + + cpu_block = block.cpu() + out_cpu = cpu_block(x_cpu) + + test_result("EncoderBlock", out_device, out_cpu) + print("Max diff >", torch.max(torch.abs(out_device.cpu() - out_cpu))) + print("EncoderBlock Simulation Done") + +class EncoderWrapper(torch.nn.Module): + def __init__(self, encoder_block: torch.nn.Module, hidden_dim=768): + super().__init__() + self.encoder = encoder_block + self.class_token = torch.nn.Parameter(torch.ones(1, 1, hidden_dim)*99) + self.ln = torch.nn.LayerNorm(hidden_dim, eps=1e-6) + + def forward(self, x): + n = x.shape[0] + batch_class_token = self.class_token.expand(n, 1, -1) + x = torch.cat([batch_class_token, x], dim=1) + #return self.ln(x) + return self.encoder(x) + #return torch.var_mean(x, dim=-1) #self.encoder(x) + +def test_encoder_block_with_class_token( + device, + batch=1, + seq_len=16, + hidden_dim=768, + num_heads=12, + mlp_dim=3072, + dropout=0.1, + attention_dropout=0.1, +): + with torch.no_grad(): + block = EncoderBlock( + num_heads=num_heads, + hidden_dim=hidden_dim, + mlp_dim=mlp_dim, + dropout=dropout, + attention_dropout=attention_dropout, + ).eval() + block.apply(init_vit_weights) + + wrapper = EncoderWrapper(block).eval() + + #input_tensor = torch.arange(seq_len).view(1, seq_len, 1).expand(batch, seq_len, hidden_dim).contiguous() + input_tensor = torch.randn(batch, seq_len, hidden_dim) + + x_device = input_tensor.to(device) + wrapper.to(device) + + opt_wrapper = torch.compile(wrapper, dynamic=False) + out_device = opt_wrapper(x_device) + wrapper_cpu = wrapper.cpu() + out_cpu = wrapper_cpu(input_tensor.cpu()) + + test_result("EncoderBlock with class token", out_device, out_cpu) + print("Max diff >", torch.max(torch.abs(out_device.cpu() - out_cpu))) + print("EncoderBlock with class token Simulation Done") + if __name__ == "__main__": import os import sys @@ -127,13 +205,15 @@ def test_multihead_attention(device, batch=1, seq_len=32, hidden_dim=768, num_he from Scheduler.scheduler import ExecutionEngine module = ExecutionEngine.setup_device() device = module.custom_device() - test_multihead_attention(device) - #test_vit( - # device, - # batch=args.batch, - # shape=shape, - # num_layers=args.num_layers, - # num_heads=args.num_heads, - # hidden_dim=args.hidden_dim, - # mlp_dim=args.mlp_dim - #) \ No newline at end of file + #test_multihead_attention(device) + #test_encoder_block(device, seq_len=197) + #test_encoder_block_with_class_token(device, seq_len=196) + test_vit( + device, + batch=args.batch, + shape=shape, + num_layers=args.num_layers, + num_heads=args.num_heads, + hidden_dim=args.hidden_dim, + mlp_dim=args.mlp_dim + ) \ No newline at end of file From 44e3802396e40ea493294a8f8dac3e641034c3f7 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Mon, 11 Aug 2025 03:25:43 +0000 Subject: [PATCH 03/17] [CI] Add ViT test case --- .github/workflows/pytorchsim_test.yml | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/.github/workflows/pytorchsim_test.yml b/.github/workflows/pytorchsim_test.yml index 25ce0a16..abab2966 100644 --- a/.github/workflows/pytorchsim_test.yml +++ b/.github/workflows/pytorchsim_test.yml @@ -411,6 +411,20 @@ jobs: -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ ${{ inputs.image_name }} python3 PyTorchSim/tests/Mixtral_8x7B/test_attention.py + test_vit: + name: Run test_vit + runs-on: self-hosted + steps: + - name: Run test_vit.py + run: | + echo "Running test_vit.py" + docker run --rm \ + -v /tmp/torchsim-ci/${GITHUB_SHA}:/dump \ + -e TORCHSIM_DUMP_PATH=/dump \ + -e TORCHSIM_VECTOR_LANE="${{ inputs.vector_lane }}" \ + -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ + ${{ inputs.image_name }} python3 PyTorchSim/tests/test_vit.py + test_indirect: name: Run test_indirect runs-on: self-hosted From a9c4e1fec705d5b7cf5168565fa0737af83d7bb0 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Tue, 12 Aug 2025 01:26:37 +0000 Subject: [PATCH 04/17] [Device] Support type casting copy operation --- PyTorchSimFrontend/extension_device.cpp | 58 +++++++++++++++++++------ 1 file changed, 44 insertions(+), 14 deletions(-) diff --git a/PyTorchSimFrontend/extension_device.cpp b/PyTorchSimFrontend/extension_device.cpp index fb915c22..1a02bfe3 100644 --- a/PyTorchSimFrontend/extension_device.cpp +++ b/PyTorchSimFrontend/extension_device.cpp @@ -11,6 +11,7 @@ #include #include #include +#include #include #include #include @@ -204,19 +205,25 @@ at::Tensor custom__copy_from(const at::Tensor& self, const at::Tensor& dst, bool // Some dummy asserts for the basic use case: inputs are the same size / dtype, all contiguous. TORCH_CHECK(self.sizes() == dst.sizes()); - TORCH_CHECK(self.scalar_type() == dst.scalar_type()); - if (self.is_contiguous() && dst.is_contiguous()) { + const bool same_dtype = (self.scalar_type() == dst.scalar_type()); + const bool both_contig = self.is_contiguous() && dst.is_contiguous(); + + // 1) fast path + if (same_dtype && both_contig) { std::memcpy(dst.mutable_data_ptr(), self.data_ptr(), dst.storage().nbytes()); - } else { - // Using cpu tensor to accomplishment stride copy. - at::Tensor cpu_self = unsafe_create_cpu_tensor_from_dummy_tensor(self); - at::Tensor cpu_dst = unsafe_create_cpu_tensor_from_dummy_tensor(dst); - cpu_dst.copy_(cpu_self); + return dst; } + // 2) slow path + at::Tensor cpu_self = unsafe_create_cpu_tensor_from_dummy_tensor(self); + at::Tensor cpu_dst = unsafe_create_cpu_tensor_from_dummy_tensor(dst); + if (!same_dtype) { + cpu_self = cpu_self.to(cpu_dst.scalar_type(), /*non_blocking=*/false, /*copy=*/true); + } + cpu_dst.copy_(cpu_self); return dst; } @@ -230,7 +237,6 @@ at::Tensor& custom_abs_out(const at::Tensor& self, at::Tensor& out) { at::Tensor custom_empty_strided(c10::IntArrayRef size, c10::IntArrayRef stride, c10::optional dtype_opt, c10::optional layout_opt, c10::optional device_opt, c10::optional pin_memory_opt) { op_counter += 1; - constexpr c10::DispatchKeySet private_use_ks(c10::DispatchKey::PrivateUse1); auto dtype = c10::dtype_or_default(dtype_opt); return at::detail::empty_strided_generic(size, stride, &global_custom_alloc, private_use_ks, dtype); @@ -244,7 +250,23 @@ at::Tensor custom_empty(c10::IntArrayRef size, c10::optional dty return at::detail::empty_generic(size, &global_custom_alloc, private_use_ks, dtype, optional_memory_format); } -// This macro does the heavy lifting. +at::Tensor& custom_arange_start_out_impl( + const c10::Scalar& start, + const c10::Scalar& end, + const c10::Scalar& step, + at::Tensor& out) { + //const int64_t n = arange_len(start.toDouble(), end.toDouble(), step.toDouble()); + //at::native::resize_output(out, {n}); + return out; +} + +static at::Tensor custom_to_dtype_impl(const at::Tensor& self, + c10::ScalarType dtype, + bool non_blocking, bool copy, + c10::optional memory_format) { + return at::native::to(self, dtype, non_blocking, copy, memory_format); +} + // With TORCH_LIBRARY_IMPL, you can register custom kernels for your backend. // For open registration, we're registering all of our kernels to the PrivateUse1 dispatch key. // Later in this file, we map a custom device to the PrivateUse1 device type, @@ -255,6 +277,7 @@ at::Tensor custom_empty(c10::IntArrayRef size, c10::optional dty // More details on the dispatcher can be found at http://blog.ezyang.com/2020/09/lets-talk-about-the-pytorch-dispatcher/. TORCH_LIBRARY_IMPL(aten, PrivateUse1, m) { m.impl("to.Device", &custom_to_device); + m.impl("to.dtype", &custom_to_dtype_impl); m.impl("fill_.Scalar", &custom_fill__scalar); m.impl("_copy_from", &custom__copy_from); m.impl("_copy_from_and_resize", &custom__copy_from_and_resize); @@ -262,14 +285,19 @@ TORCH_LIBRARY_IMPL(aten, PrivateUse1, m) { m.impl("empty.memory_format", &custom_empty); m.impl("as_strided", at::native::as_strided_tensorimpl); m.impl("view", at::native::view); + m.impl("arange.start_out", &custom_arange_start_out_impl); +} + +TORCH_LIBRARY_IMPL(aten, AutogradPrivateUse1, m) { + m.impl("to.dtype", &custom_to_dtype_impl); } TORCH_LIBRARY_FRAGMENT(aten, m) { - m.def( - "_reinterpret_tensor(Tensor self, int[] size, int[] stride, int offset_increment=0) -> Tensor", - torch::dispatch( - c10::DispatchKey::AutogradPrivateUse1, _reinterpret_tensor), - {at::Tag::pt2_compliant_tag}); +m.def( + "_reinterpret_tensor(Tensor self, int[] size, int[] stride, int offset_increment=0) -> Tensor", + torch::dispatch( + c10::DispatchKey::AutogradPrivateUse1, _reinterpret_tensor), + {at::Tag::pt2_compliant_tag}); } void custom_cpu_fallback(const c10::OperatorHandle& op, torch::jit::Stack* stack) { @@ -308,6 +336,8 @@ TORCH_LIBRARY_IMPL(aten, PrivateUse1, m) { m.impl("_foreach_add_.List", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); m.impl("cat.out", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); m.impl("_native_multi_head_attention", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); + m.impl("resize_", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); + m.impl("exp.out", torch::CppFunction::makeFromBoxedFunction<&custom_cpu_fallback>()); } // This basic implementation doesn't bother dealing with different device indices From c98e5fe6730ef2c423b5c7c57e0e09dfa8d0375c Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Wed, 13 Aug 2025 05:09:08 +0000 Subject: [PATCH 05/17] [Frontend] Introduce recompile signal + Support floordiv pattern --- .../mlir/mlir_codegen_backend.py | 63 ++++++++-- PyTorchSimFrontend/mlir/mlir_common.py | 113 ++++++++++++++---- PyTorchSimFrontend/mlir/mlir_scheduling.py | 9 +- 3 files changed, 154 insertions(+), 31 deletions(-) diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index e9f527de..a1486d09 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -15,7 +15,7 @@ is_welford_reduction, sympy_product ) -from torch.utils._sympy.functions import ModularIndexing +from torch.utils._sympy.functions import ModularIndexing, FloorDiv import PyTorchSimFrontend.extension_codecache as extension_codecache from PyTorchSimFrontend import extension_config @@ -260,10 +260,10 @@ def binary_elementwise_common(operand1, operand2, var_info): operand2 = ops.to_dtype(operand2, op_type1[1], var_info) op_type2 = var_info[operand2] elif op_type1[1][0] == op_type2[1][0]: - if int(op_type1[1][1:]) > int(op_type2[1][1:]): + if mlir_common.MLIR_TO_BIT[op_type1[1]] > mlir_common.MLIR_TO_BIT[op_type2[1]]: operand2 = ops.ext(operand2, op_type1[1]) op_type2 = var_info[operand2] - elif int(op_type1[1][1:]) < int(op_type2[1][1:]): + elif mlir_common.MLIR_TO_BIT[op_type1[1]] < mlir_common.MLIR_TO_BIT[op_type2[1]]: operand1 = ops.ext(operand1, op_type2[1]) op_type1 = var_info[operand1] else: @@ -348,17 +348,21 @@ def maximum(operand1, operand2, *args, var_info=None, **kwargs): @staticmethod def to_dtype(operand, dst_mlir_dtype, *args, var_info=None, **kwargs): src_mlir_dtype = var_info[operand][1] + if src_mlir_dtype == "index": + operand = ops.index_cast(operand, "i64", var_info=var_info) + src_mlir_dtype = var_info[operand][1] + tile_size = var_info[operand][0] if isinstance(dst_mlir_dtype, torch.dtype): dst_mlir_dtype = mlir_common.DTYPE_TO_MLIR[dst_mlir_dtype] - dst_bits = int(dst_mlir_dtype[1:]) - src_bits = int(src_mlir_dtype[1:]) + dst_bits = mlir_common.MLIR_TO_BIT[dst_mlir_dtype] + src_bits = mlir_common.MLIR_TO_BIT[src_mlir_dtype] shape = f"vector<{tile_size}x{dst_mlir_dtype}>" if tile_size > 1 else dst_mlir_dtype src_shape = f"vector<{tile_size}x{src_mlir_dtype}>" if tile_size > 1 else src_mlir_dtype if dst_mlir_dtype[0] == "i" and src_mlir_dtype[0] == "f": - return f"arith.fptoui%{operand} : {src_shape} to {shape}", [tile_size, dst_mlir_dtype] + return f"arith.fptoui %{operand} : {src_shape} to {shape}", [tile_size, dst_mlir_dtype] if dst_mlir_dtype[0] == "f" and src_mlir_dtype[0] == "i": - return f"arith.uitofp%{operand} : {src_shape} to {shape}", [tile_size, dst_mlir_dtype] + return f"arith.uitofp %{operand} : {src_shape} to {shape}", [tile_size, dst_mlir_dtype] if dst_mlir_dtype[0] == "i": if dst_bits > src_bits: return f"arith.extui %{operand} : {src_shape} to {shape}", [tile_size, dst_mlir_dtype] @@ -955,6 +959,8 @@ def parse_indices(self, expr, buffer=None, comments="", indirect_dims=[]) -> com # Extract index var indirect_args = [f"%{i}" for i in indirect_dims] expr_str = str(expr) + if "//" in expr_str: + expr_str = expr_str.replace("//", " floordiv ") args = ", ".join(map(str, indices)) map_var = self.map_cse.generate(self.global_vars, f"affine_map<({args})[{','.join(indirect_dims)}] -> ({expr_str})>") args = ", ".join([f"%{i}" for i in indices]) @@ -1063,6 +1069,9 @@ def store(self, name: str, index: sympy.Expr, value, *args, **kwargs): vshape = self.kernel_group.tile_desc.get_mlir_vshape(mlir_dtype) compute_vec_size = self.kernel_group.tile_desc.get_compute_vec_size() require_store = True + if compute_vec_size < self.var_info[value][0]: + value = self.cse.generate(self.stores, f"vector.extract_strided_slice %{value} {{offsets = [0], sizes = [{compute_vec_size}], strides = [1]}}: vector<{self.var_info[value][0]}x{self.var_info[value][1]}> to {vshape}") + self.register_var_info(value, [compute_vec_size, mlir_dtype]) if str(value) in self.spad_buffer_dict: # Todo. If tile_size is not same (i.e., view operation), we can't apply peephole optimization easily @@ -1680,6 +1689,40 @@ def get_dma_info(self, name, index, broadcast=True, store_reduction=False, buffe sorted_keys = sorted(dram_dict.keys()) dram_stride = sum((dram_dict[key] for key in sorted_keys), []) + # Support floordiv pattern + # FIXME. How to integrate implicit dims and floordiv? + # This was introduced to support GroupNorm + if index.has(FloorDiv) and not index.has(ModularIndexing): + dim_divisor = [1] * len(local_dims) + for sub in sympy.preorder_traversal(index): + if isinstance(sub, FloorDiv): + if not str(sub.args[0]).startswith("index"): + continue + dim_idx = int((str(sub.args[0])[5:])) + if int(self.kernel_group.tile_desc.get_tile_size()[dim_idx] % sub.args[1]) != 0: + # In this case, need to recompile + original_size = self.kernel_group.tile_desc.get_tile_size()[dim_idx] + divisor = sub.args[1] + new_size = ((original_size + divisor - 1) // divisor) * divisor + new_tile_sizes = list(self.kernel_group.tile_desc.get_tile_size()) + new_tile_sizes[dim_idx] = new_size + self.kernel_group.tile_desc.set_tile_size(new_tile_sizes) + + # Send recompile signal + self.reset("recompile") + raise mlir_common.RecompileSignal(f"Tile size {self.kernel_group.tile_desc.get_tile_size()[dim_idx]} is not divisible by {sub.args[1]}") + dim_divisor[dim_idx] = sub.args[1] + + # Update dram_stride, just insert 0 next to target dim + offset = 0 + for dim_idx, divisor in enumerate(dim_divisor): + if divisor == 1: + continue + dram_stride.insert(dim_idx+offset+1, 0) + local_tile_desc.apply_divisor(dim_idx+offset, divisor, "pad") + local_tile_desc.apply_divisor(dim_idx+offset, divisor, "split") + offset = offset+1 + # FIXME. It will be nice to modify node instead of this exception handling... if len(self.itervars) == 1 and self.reduction_depth == 0: # In case of reduction loop only case, we will add dummy loop so shift it once @@ -1810,7 +1853,11 @@ def convert_indirect_indexing(self, index :sympy.Expr): # Load indirect operands for target_dim in indirect_dims: - sram_var, _, tile_numel_per_lane, sram_index_var, tile_shape, vshape = self.spad_buffer_dict[target_dim] + if target_dim in self.spad_buffer_dict: + sram_var, _, tile_numel_per_lane, sram_index_var, tile_shape, vshape = self.spad_buffer_dict[target_dim] + else: + raise NotImplementedError("TODO.") + mlir_dtype = vshape.split("x")[1][:-1] vshape = f"vector<{tile_numel_per_lane}x{mlir_dtype}>" # FIXME. Maybe require fine grain compute... if tile_numel_per_lane > 1: diff --git a/PyTorchSimFrontend/mlir/mlir_common.py b/PyTorchSimFrontend/mlir/mlir_common.py index 2c16184f..306f338e 100644 --- a/PyTorchSimFrontend/mlir/mlir_common.py +++ b/PyTorchSimFrontend/mlir/mlir_common.py @@ -61,6 +61,19 @@ torch.bfloat16: "bfloat16", } +MLIR_TO_BIT = { + "i1": 1, + "i8": 8, + "i16": 16, + "i32": 32, + "i64": 64, + "f16": 16, + "f32": 32, + "f64": 64, + "bf16": 16, + "index": 64 +} + DTYPE_LOWP_FP = [ torch.bfloat16, torch.float16, @@ -105,6 +118,14 @@ def ctx(): return ctx() +class RecompileSignal(BaseException): + """ + Exception raised when a recompilation of a kernel or code block is required. + """ + def __init__(self, message="Recompilation requested."): + self.message = message + super().__init__(self.message) + class MLIRKernelArgs(common.KernelArgs): MLIR_ARGS_IN = 0x01 MLIR_ARGS_OUT = 0x02 @@ -310,7 +331,7 @@ def get_compute_vec_size(self): if self.vec_size is not None: return self.vec_size if self.nr_rdim: - assert self.nr_rdim==1 + assert self.nr_rdim!=0 val = self.get_numel_per_lane() // self._tile_size[-1] if self.get_numel_per_lane() >= val * 8: return val*8 @@ -331,6 +352,44 @@ def get_compute_vec_size(self): def div_round_up(size, round_val): return (size + round_val - 1) // round_val + def apply_divisor(self, axis: int, divisor: int, mode: str = "split"): + # Apply divisor to tile size at given axis. + # This method based on axis order. + old_size = self._tile_size[axis] + if divisor == 1: + return + padded = self.div_round_up(old_size, divisor) * divisor + outer = self.div_round_up(old_size, divisor) + inner = divisor + if mode == "pad": + self._tile_size[axis] = padded + self.update_tile_stride() + return + elif mode == "split": + new_sizes = list(self._tile_size) + new_sizes[axis] = outer + new_sizes.insert(axis + 1, inner) + self._tile_size = new_sizes + + # Update tile_axis_order + old_order_val = self.tile_axis_order[axis] + new_order = list(self.tile_axis_order) + new_order.insert(axis + 1, old_order_val + 0.1) + sorted_pairs = sorted( + zip(range(len(new_order)), new_order), + key=lambda x: x[1] + ) + self.tile_axis_order = [idx for idx, _ in sorted_pairs] + self.update_tile_stride() + + if self.vlane_split_axis == axis: + self.vlane_split_axis = axis + elif self.vlane_split_axis > axis: + self.vlane_split_axis += 1 + return + else: + raise ValueError(f"Unknown mode: {mode}. Supported modes are 'pad' and 'split'.") + class MLIRWrapperKenrelGroup(cpp.KernelGroup): def __init__(self): super().__init__() @@ -538,6 +597,8 @@ def dummy_tile_size(): dim = int(self.recodegen.split("_")[-1]) tile_size = self.kernel_group.tile_desc.get_tile_size() # TODO: tile_size[dim] = tile_size[dim] * 2 + elif self.recodegen == "recompile": + return self.kernel_group.tile_desc else: raise NotImplementedError(f"Unknown recodegen reason: {self.recodegen}") @@ -608,26 +669,36 @@ def dummy_tile_size(): return tile_desc def codegen_nodes(self, nodes, kernel_name): - _, (group, reduction_group) = max( - nodes, key=lambda x: int(x.is_reduction()) - ).group - - # Set node range info - vars, reduction_vars = self.set_ranges(group, reduction_group) - tile_desc = self.compute_tile_size(nodes, vars, reduction_vars) - self.compute_body_loop.size = tile_desc.get_numel_per_lane() - self.compute_body_loop.step = tile_desc.get_compute_vec_size() - self.kernel_group.set_tile_info(tile_desc) - - _, _, _, self.buffer_types = self.kernel_group.args.mlir_argdefs() - with self as kernel: - for node in nodes: - node.run(vars, reduction_vars) - V.graph.removed_buffers |= self.removed_buffers - # V.graph.inplaced_to_remove |= self.inplaced_to_remove - src_code = self.codegen_kernel(kernel_name=kernel_name) - self.meta_kernel() - return src_code + recompile_try = 0 + max_retry_compile = 5 + while True: + _, (group, reduction_group) = max( + nodes, key=lambda x: int(x.is_reduction()) + ).group + + # Set node range info + vars, reduction_vars = self.set_ranges(group, reduction_group) + tile_desc = self.compute_tile_size(nodes, vars, reduction_vars) + self.compute_body_loop.size = tile_desc.get_numel_per_lane() + self.compute_body_loop.step = tile_desc.get_compute_vec_size() + self.kernel_group.set_tile_info(tile_desc) + try: + _, _, _, self.buffer_types = self.kernel_group.args.mlir_argdefs() + with self as kernel: + for node in nodes: + node.run(vars, reduction_vars) + except RecompileSignal as e: + recompile_try += 1 + if recompile_try > max_retry_compile: + raise RuntimeError("Failed to compile kernel after multiple attempts.") + # Retry compile nodes + #print(f"Try recompile({recompile_try}/{max_retry_compile}). Reason: {e}") + continue + V.graph.removed_buffers |= self.removed_buffers + # V.graph.inplaced_to_remove |= self.inplaced_to_remove + src_code = self.codegen_kernel(kernel_name=kernel_name) + self.meta_kernel() + return src_code def run_bench(self, nodes, kernel_name, src_code): _, _, arg_attributes, _ = self.kernel_group.args.mlir_argdefs() diff --git a/PyTorchSimFrontend/mlir/mlir_scheduling.py b/PyTorchSimFrontend/mlir/mlir_scheduling.py index 36dd94ac..3793153e 100644 --- a/PyTorchSimFrontend/mlir/mlir_scheduling.py +++ b/PyTorchSimFrontend/mlir/mlir_scheduling.py @@ -46,10 +46,15 @@ def can_fuse_with_exceptions(self, node1: BaseSchedulerNode, node2: BaseSchedule if (isinstance(base_template_node1[0].node.template, MLIRGemmTemplate) or isinstance(base_template_node1[0].node.template, MLIRBMMTemplate)) and node2.is_reduction(): # For matmul/bmm+reduction case size_match = node1.get_nodes()[0].node.get_numel() == reduce(operator.mul, node2.get_nodes()[0].node.get_size(), 1) * reduce(operator.mul, node2.get_nodes()[0].node.get_reduction_size(), 1) - stride = [i.strip()[:-1].split(",")[-1].strip() for i in str(node2.get_nodes()[0].node).split("\n") if "r0" in i][1] target_symbol = symbols("r0") + try: + stride = [i.strip()[:-1].split(",")[-1].strip() for i in str(node2.get_nodes()[0].node).split("\n") if "r0" in i][1] + stride = int(sympify(stride).coeff(target_symbol)) + except sympy.core.SympifyError: + return False + # We can't fuse dim=-1 - layout_possible = int(sympify(stride).coeff(target_symbol)) != 1 + layout_possible = stride != 1 # Directed linked? dependency_check = node2.get_nodes()[0] in [node.node for node in base_template_node1[0].users]# and len(node2.read_writes.reads)==1 dependency_size = all([i.get_numel() == node1.get_nodes()[0].node.get_numel() for i in node2.read_writes.reads]) From c61f67d016410cff2d22cb3446146ed2509ee062 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Thu, 14 Aug 2025 05:01:39 +0000 Subject: [PATCH 06/17] [Frontend] Support multi reduction dim + Add Diffusion model test --- .github/workflows/pytorchsim_test.yml | 195 +++++++++- Dockerfile.base | 2 +- .../mlir/mlir_codegen_backend.py | 98 ++--- PyTorchSimFrontend/mlir/mlir_common.py | 14 +- tests/Diffusion/test_diffusion.py | 334 ++++++++++++++++++ 5 files changed, 584 insertions(+), 59 deletions(-) create mode 100644 tests/Diffusion/test_diffusion.py diff --git a/.github/workflows/pytorchsim_test.yml b/.github/workflows/pytorchsim_test.yml index abab2966..36afd42d 100644 --- a/.github/workflows/pytorchsim_test.yml +++ b/.github/workflows/pytorchsim_test.yml @@ -20,6 +20,13 @@ jobs: name: Run test_add.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_add.py run: | echo "Running test_add.py" @@ -34,6 +41,13 @@ jobs: name: Run test_activation.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_activation.py run: | echo "Running test_activation.py" @@ -48,6 +62,13 @@ jobs: name: Run test_batchnorm.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_batchnorm.py run: | echo "Running test_batchnorm.py" @@ -62,6 +83,13 @@ jobs: name: Run test_bmm.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_bmm.py run: | echo "Running test_bmm.py" @@ -76,6 +104,13 @@ jobs: name: Run test_cnn.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_cnn.py run: | echo "Running test_cnn.py" @@ -90,6 +125,13 @@ jobs: name: Run test_conv2d.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_conv2d.py run: | echo "Running test_conv2d.py" @@ -104,6 +146,13 @@ jobs: name: Run test_matmul.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_matmul.py run: | echo "Running test_matmul.py" @@ -118,6 +167,13 @@ jobs: name: Run test_reduce.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_reduce.py run: | echo "Running test_reduce.py" @@ -132,6 +188,13 @@ jobs: name: Run test_softmax.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_softmax.py run: | echo "Running test_softmax.py" @@ -146,6 +209,13 @@ jobs: name: Run test_transpose2D.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_transpose2D.py run: | echo "Running test_transpose2D.py" @@ -160,6 +230,13 @@ jobs: name: Run test_view3D_2D.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_view3D_2D.py run: | echo "Running test_view3D_2D.py" @@ -174,6 +251,13 @@ jobs: name: Run test_layernorm.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_layernorm.py run: | echo "Running test_layernorm.py" @@ -188,6 +272,13 @@ jobs: name: Run test_mlp.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_mlp.py run: | echo "Running test_mlp.py" @@ -233,6 +324,13 @@ jobs: name: Run test_transformer.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_transformer.py run: | echo "Running test_transformer.py" @@ -247,6 +345,13 @@ jobs: name: Run test_transpose3D.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_transpose3D.py run: | echo "Running test_transpose3D.py" @@ -261,6 +366,13 @@ jobs: name: Run test_sparsity.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_sparsity.py run: | echo "Running test_sparsity.py" @@ -275,6 +387,13 @@ jobs: name: Run test_pool.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_pool.py run: | echo "Running test_pool.py" @@ -289,6 +408,13 @@ jobs: name: Run test_perceptron.py runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_single_perceptron.py run: | echo "Running test_single_perceptron.py" @@ -303,6 +429,13 @@ jobs: name: Run test_fusion runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_addmm_residual.py run: | echo "Running test_addmm_residual.py" @@ -387,6 +520,13 @@ jobs: name: Run test_moe runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_moe.py run: | echo "Running test_moe.py" @@ -401,6 +541,13 @@ jobs: name: Run test_mistral runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_mistral.py run: | echo "Running test_mistral.py" @@ -415,6 +562,13 @@ jobs: name: Run test_vit runs-on: self-hosted steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_vit.py run: | echo "Running test_vit.py" @@ -425,16 +579,41 @@ jobs: -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ ${{ inputs.image_name }} python3 PyTorchSim/tests/test_vit.py + test_diffusion: + name: Run test_diffusion + runs-on: self-hosted + steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Run test_diffusion.py + run: | + echo "Running test_diffusion.py" + docker run --rm \ + -v /tmp/torchsim-ci/${GITHUB_SHA}:/dump \ + -e TORCHSIM_DUMP_PATH=/dump \ + -e TORCHSIM_VECTOR_LANE="${{ inputs.vector_lane }}" \ + -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ + ${{ inputs.image_name }} python3 PyTorchSim/tests/Diffusion/test_diffusion.py + test_indirect: name: Run test_indirect runs-on: self-hosted - env: - GIT_ACCESS_TOKEN: ${{ secrets.GITHUB_TOKEN }} steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_indirect.py run: | echo "Running test_indirect.py" - echo $GIT_ACCESS_TOKEN | docker login ghcr.io -u USERNAME --password-stdin docker run --rm \ -v /tmp/torchsim-ci/${GITHUB_SHA}:/dump \ -e TORCHSIM_DUMP_PATH=/dump \ @@ -445,13 +624,17 @@ jobs: test_scheduler: name: Run test_scheduler runs-on: self-hosted - env: - GIT_ACCESS_TOKEN: ${{ secrets.GITHUB_TOKEN }} steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Run test_scheduler.py run: | echo "Running test_scheduler.py" - echo $GIT_ACCESS_TOKEN | docker login ghcr.io -u USERNAME --password-stdin docker run --rm \ -v /tmp/torchsim-ci/${GITHUB_SHA}:/dump \ -e TORCHSIM_DUMP_PATH=/dump \ diff --git a/Dockerfile.base b/Dockerfile.base index 2b3d58d6..1ac5e175 100644 --- a/Dockerfile.base +++ b/Dockerfile.base @@ -42,7 +42,7 @@ RUN wget https://github.com/riscv-collab/riscv-gnu-toolchain/releases/download/2 rm *.tar.gz # Install torchsim dependency -RUN apt install ninja-build && pip install onnx matplotlib && pip install --user conan==1.56.0 +RUN apt install ninja-build && pip install onnx matplotlib && pip install --user conan==1.56.0 && pip install "transformers<4.44" && pip install diffusers==0.34.0 ENV RISCV=/workspace/riscv ENV PATH=$RISCV/bin:$PATH diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index a1486d09..8ca29b4a 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -2,7 +2,8 @@ import sympy import re import os -import math +from functools import reduce +from operator import mul import torch from collections import defaultdict from concurrent.futures import ThreadPoolExecutor @@ -1116,63 +1117,61 @@ def reduction(self, dtype, src_dtype, reduction_type, value): reduction_key = src_dtype, reduction_type, value sum = self.reduction(dtype, src_dtype, "sum", value) sqr_sum = self.reduction(dtype, src_dtype, "sum", ops.mul(value, value)) - self.welford_reduce_out = (sum, sqr_sum, None) - return sum, sqr_sum, None + if self.welford_reduce_out is not None: + return self.welford_reduce_out + else: + self.welford_reduce_out = (sum, sqr_sum, None) + return sum, sqr_sum, None # Prepare reduction loop - reduction_key = src_dtype, reduction_type, value - acc = self.reduction_cse.generate( - self.loads, f"reduction {reduction_key}", write=False - ) - iterator = self.iterator_cse.generate( - self.loads, f"reduction {reduction_key}", write=False - ) - init = self.init_cse.generate( - self.loads, f"reduction {reduction_key}", write=False - ) - init_vec = self.init_vec_cse.generate( - self.loads, f"reduction {reduction_key}", write=False - ) type_name = mlir_common.DTYPE_TO_MLIR[dtype] - init = self.const_cse.generate(self.const_buffer, f"arith.constant {reduction_init(reduction_type, dtype)} : {type_name}") vec_len = self.kernel_group.tile_desc.get_compute_vec_size() reduced_shape = self.kernel_group.tile_desc.get_mlir_vshape(type_name) - # Set accumulation var - if vec_len == 1: # 1-D vector to scalar - # Edge case for scalar - init_vec = init - else: - # Adjust shape and inital value - init_vec = self.const_cse.generate(self.const_buffer, f"vector.broadcast %{init} : {type_name} to {reduced_shape}") - self.register_var_info(init_vec, [vec_len, type_name]) - acc_var = init_vec + # Prepare reduction init + init = self.const_cse.generate(self.const_buffer, f"arith.constant {reduction_init(reduction_type, dtype)} : {type_name}") + init_vec = init if vec_len == 1 else self.const_cse.generate(self.const_buffer, f"vector.broadcast %{init} : {type_name} to {reduced_shape}") + self.register_var_info(init_vec, [vec_len, type_name]) + + acc_var_list = [] + iter_var_list = [] + for reduction_depth in range(self.get_nr_rdim()): + # Create reduction key + reduction_key = src_dtype, reduction_type, value, reduction_depth + acc_init_var = init_vec if reduction_depth == 0 else iter_var_list[-1] + + acc = self.reduction_cse.generate(self.loads, f"reduction {reduction_key}", write=False) + iterator = self.iterator_cse.generate(self.loads, f"reduction {reduction_key}", write=False) + acc_var_list.append(acc) + iter_var_list.append(iterator) + + # Register reduction info + self.reduction_vars[acc] = (reduction_type, iterator, acc_init_var, reduced_shape, reduction_depth) + self.reduction_cse.reduction_cache[reduction_key] = acc # Reduction body prepare - body_acc = self.reduction_cse.generate( - self.compute, f"reduction {reduction_key}body_acc", write=False - ) - body_iter_arg = self.iterator_cse.generate( - self.compute, f"reduction {reduction_key}body_iter_arg", write=False - ) + # Note: reduction body is inner most loop body. So it doesn't need reduction depth. + body_key = src_dtype, reduction_type, value + body_acc = self.reduction_cse.generate(self.compute, f"reduction {body_key}body_acc", write=False) + body_iter_arg = self.iterator_cse.generate(self.compute, f"reduction {body_key}body_iter_arg", write=False) self.register_var_info(body_iter_arg, [vec_len, type_name]) - - self.reduction_vars[acc] = (reduction_type, iterator, acc_var, reduced_shape) - self.affine_yield[body_acc] = reduced_shape - self.reduction_cse.reduction_cache[reduction_key] = acc - self.iterator_cse.reduction_cache[reduction_key] = iterator - self.init_cse.reduction_cache[reduction_key] = init_vec + acc_var_list.append(body_acc) # Reduction body codegen - mask_shape, mask_var = self.get_mask() + _, mask_var = self.get_mask() if mask_var is not None: value = ops.where(mask_var, value, init_vec) result = reduction_partial_combine_vec(reduction_type, value, body_iter_arg) - self.compute_body_loop.reduction_vars[body_acc] = (reduction_type, body_iter_arg, iterator, reduced_shape) + self.compute_body_loop.reduction_vars[body_acc] = (reduction_type, body_iter_arg, iter_var_list[-1], reduced_shape) self.compute_body_loop.affine_yield[result] = reduced_shape + # Register affine yield var + for reduction_depth, acc in enumerate(acc_var_list[1:]): + self.affine_yield[acc] = reduced_shape, reduction_depth + # Final reduction - reduction_size = self.kernel_group.tile_desc.get_numel_per_lane() // self.kernel_group.tile_desc.get_tile_size()[-1] + acc = acc_var_list[0] # Set outermost acc var + reduction_size = self.kernel_group.tile_desc.get_numel_per_lane() // self.kernel_group.tile_desc.get_reduction_numel() assert(vec_len % reduction_size==0) if vec_len > reduction_size: init = self.const_cse.generate(self.reductions_suffix, f"arith.constant {reduction_init(reduction_type, dtype)} : {type_name}") @@ -1214,7 +1213,7 @@ def store_reduction(self, name, index, value): dram_shape = mlir_common.MLIRKernelArgs.get_mlir_shape(self.buffer_types[name]) tile_shape = local_tile_desc.get_mlir_shape(mlir_dtype) tile_stride = local_tile_desc.get_tile_stride() - compute_vec_size = self.kernel_group.tile_desc.get_numel_per_lane() // self.kernel_group.tile_desc.get_tile_size()[-1] + compute_vec_size = self.kernel_group.tile_desc.get_numel_per_lane() // self.kernel_group.tile_desc.get_reduction_numel() if compute_vec_size == 1: vshape = f"{mlir_dtype}" else: @@ -1223,7 +1222,8 @@ def store_reduction(self, name, index, value): if self.welford_reduce_out is not None: sum, sqr_sum, _ = self.welford_reduce_out # mean - divider = self.cse.generate(self.reductions_suffix, f"arith.constant {float(self.ranges[self.reduction_depth])} : f32") + reduction_numel = reduce(mul, self.ranges[self.reduction_depth:], 1) + divider = self.cse.generate(self.reductions_suffix, f"arith.constant {float(reduction_numel)} : f32") if self.buffer_types[name][1] > 1: divider_vec = self.cse.generate(self.reductions_suffix, f"vector.broadcast %{divider} : f32 to vector<{self.var_info[sum][0]}x{mlir_dtype}>") else: @@ -1440,10 +1440,11 @@ def codegen_loops(self): with contextlib.ExitStack() as stack: # Add reduction loops if len(reductions.loops): - reduction_lines = reductions.loops[0].lines() - epilogue = reductions.loops[0].epilogue_line() - code.writelines(reduction_lines) - stack.enter_context(code.indent(attribute="{accumulation_loop=true}", suffix=epilogue)) + for reduction_loop in reductions.loops: + reduction_lines = reduction_loop.lines() + epilogue = reduction_loop.epilogue_line() + code.writelines(reduction_lines) + stack.enter_context(code.indent(attribute="{accumulation_loop=true}", suffix=epilogue)) code.splice(self.applys) code.splice(self.indexed_buffer) code.splice(self.dma_loads) @@ -1633,7 +1634,8 @@ def get_dma_info(self, name, index, broadcast=True, store_reduction=False, buffe elif len(local_dims) == 3: is_reduction = self.reduction_depth < 3 and not store_reduction if is_reduction: - local_tile_desc.set_tile_size([kg_tile_desc.get_dim_size(dim) for dim in local_dims], [1, 2, 0]) + axis_order = [1, 2, 0] if self.get_nr_rdim()==1 else [2, 1, 0] + local_tile_desc.set_tile_size([kg_tile_desc.get_dim_size(dim) for dim in local_dims], axis_order) local_tile_desc.vlane_split_axis = local_vlane_split_axis local_tile_desc.vlane_stride = kg_tile_desc.vlane_stride else: diff --git a/PyTorchSimFrontend/mlir/mlir_common.py b/PyTorchSimFrontend/mlir/mlir_common.py index 306f338e..7bf60059 100644 --- a/PyTorchSimFrontend/mlir/mlir_common.py +++ b/PyTorchSimFrontend/mlir/mlir_common.py @@ -332,7 +332,7 @@ def get_compute_vec_size(self): return self.vec_size if self.nr_rdim: assert self.nr_rdim!=0 - val = self.get_numel_per_lane() // self._tile_size[-1] + val = self.get_numel_per_lane() // self.get_reduction_numel() if self.get_numel_per_lane() >= val * 8: return val*8 elif self.get_numel_per_lane() >= val * 4: @@ -390,6 +390,9 @@ def apply_divisor(self, axis: int, divisor: int, mode: str = "split"): else: raise ValueError(f"Unknown mode: {mode}. Supported modes are 'pad' and 'split'.") + def get_reduction_numel(self): + return reduce(mul, self.get_tile_size()[-1*self.nr_rdim:], 1) + class MLIRWrapperKenrelGroup(cpp.KernelGroup): def __init__(self): super().__init__() @@ -452,6 +455,9 @@ def set_ranges(self, lengths, reduction_lengths): self.itervars[self.reduction_depth :], ) + def get_nr_rdim(self): + return len(self.itervars[self.reduction_depth:]) + def load(self, name: str, index: sympy.Expr): raise NotImplementedError() @@ -951,9 +957,9 @@ def __bool__(self): return bool(self.loops) def mark_reduction(self, reduction_vars, affine_yield=dict()): - for loop in self.loops: - loop.reduction_vars = reduction_vars - loop.affine_yield = affine_yield + for loop_depth, loop in enumerate(self.loops): + loop.reduction_vars = {key: list(val)[:-1] for key, val in reduction_vars.items() if val[-1] == loop_depth} + loop.affine_yield = {key: val[0] for key, val in affine_yield.items() if val[-1] == loop_depth} def mark_parallel(self, par_depth): loops = self.loops diff --git a/tests/Diffusion/test_diffusion.py b/tests/Diffusion/test_diffusion.py new file mode 100644 index 00000000..cbcc012e --- /dev/null +++ b/tests/Diffusion/test_diffusion.py @@ -0,0 +1,334 @@ +import os +import sys +import math +import argparse +import torch +import torch._dynamo +from diffusers.models.unets.unet_2d_blocks import CrossAttnDownBlock2D +from diffusers.models.resnet import ResnetBlock2D + +def test_result(name, out, cpu_out, rtol=1e-4, atol=1e-4): + if torch.allclose(out.cpu(), cpu_out, rtol=rtol, atol=atol): + message = f"|{name} Test Passed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + else: + message = f"|{name} Test Failed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + print("custom out: ", out.cpu()) + print("cpu out: ", cpu_out) + diff = torch.max(torch.abs(out.cpu() - cpu_out)).item() + print(f"Max abs diff: {diff}") + exit(1) + +@torch.no_grad() +def test_unet_conditional( + device, + model_id="runwayml/stable-diffusion-v1-5", + batch=1, + dtype="float32", + rtol=1e-4, + atol=1e-4, + prompt="a cat in a hat", +): + from diffusers import DiffusionPipeline + + dtype_map = {"float32": torch.float32, "float16": torch.float16, "bfloat16": torch.bfloat16} + torch_dtype = dtype_map.get(dtype, torch.float32) + + print(f"Loading pipeline: {model_id} (dtype={torch_dtype})") + pipe = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch_dtype) + pipe.to("cpu") + + # UNet/구성 정보 + unet = pipe.unet.eval() + in_ch = unet.config.in_channels + latent_sz = getattr(unet.config, "sample_size", 64) + cross_dim = getattr(unet.config, "cross_attention_dim", None) + + # 입력(latents) 생성: [B, C, H, W] + g = torch.Generator().manual_seed(0) + latents = torch.randn(batch, in_ch, latent_sz, latent_sz, generator=g, dtype=torch_dtype) + + # timestep (스칼라 또는 [B]) — UNet은 보통 float/long 모두 허용 + timestep = torch.tensor(999, dtype=torch.float32) + + # encoder_hidden_states 준비 + enc_states_cpu = None + # 1) tokenizer + text_encoder 사용 가능하면 실제 임베딩 사용 + if hasattr(pipe, "tokenizer") and hasattr(pipe, "text_encoder") and cross_dim is not None: + try: + tokens = pipe.tokenizer( + [prompt] * batch, + padding="max_length", + max_length=getattr(pipe.tokenizer, "model_max_length", 77), + truncation=True, + return_tensors="pt", + ) + text_out = pipe.text_encoder(input_ids=tokens.input_ids).last_hidden_state # [B, T, D] + if text_out.shape[-1] != cross_dim: + # 크기가 맞지 않는 특수 파이프라인은 랜덤으로 폴백 + print(f"Warning: text_encoder dim {text_out.shape[-1]} != cross_attn dim {cross_dim}. Fallback to random.") + raise RuntimeError("cross-dim mismatch") + enc_states_cpu = text_out.to(dtype=torch_dtype) + except Exception as e: + print(f"Text encoder unavailable or mismatch: {e}. Fallback to random encoder states.") + # 2) 폴백: 랜덤 임베딩 (cross_attention_dim이 정의된 경우) + if enc_states_cpu is None: + if cross_dim is None: + # cross-attn이 없는 UNet이면 None 전달 (일부 모델) + enc_states_cpu = None + else: + seq_len = 77 # 일반적인 텍스트 토큰 길이 + enc_states_cpu = torch.randn(batch, seq_len, cross_dim, generator=g, dtype=torch_dtype) + + latents_dev = latents.to(device) + timestep_dev = timestep.to(device) + if enc_states_cpu is not None: + enc_states_dev = enc_states_cpu.to(device) + else: + enc_states_dev = None + + print("Compiling UNet with torch.compile(...)") + unet_dev = unet.to(device) + unet_compiled = torch.compile(unet_dev, dynamic=False) + + # Forward (device) + with torch.no_grad(): + if enc_states_dev is None: + out_dev = unet_compiled(latents_dev, timestep_dev).sample + else: + out_dev = unet_compiled(latents_dev, timestep_dev, encoder_hidden_states=enc_states_dev).sample + + unet_cpu = unet.to("cpu") + if enc_states_cpu is None: + out_cpu = unet_cpu(latents.cpu(), timestep).sample + else: + out_cpu = unet_cpu(latents.cpu(), timestep, encoder_hidden_states=enc_states_cpu).sample + + test_result(f"UNet({model_id}) forward", out_dev, out_cpu, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(out_dev.cpu() - out_cpu)).item()) + print("UNet Simulation Done") + +def test_cross_attn_down_block2d( + device, + in_channels=320, + out_channels=320, + temb_channels=1280, + cross_attention_dim=768, + batch=1, + height=32, + width=32, + rtol=1e-4, + atol=1e-4, + num_layers=1, + num_attention_heads=8, + dual_cross_attention=False +): + print(f"Testing CrossAttnDownBlock2D on device: {device}") + + # 1. Initialize the module on CPU + cpu_block = CrossAttnDownBlock2D( + in_channels=in_channels, + out_channels=out_channels, + temb_channels=temb_channels, + num_layers=num_layers, + cross_attention_dim=cross_attention_dim, + num_attention_heads=num_attention_heads, + dual_cross_attention=dual_cross_attention + ).to("cpu").eval() + + # 2. Create synthetic inputs on CPU + g = torch.Generator().manual_seed(0) + hidden_states_cpu = torch.randn(batch, in_channels, height, width, generator=g) + temb_cpu = torch.randn(batch, temb_channels, generator=g) + encoder_hidden_states_cpu = torch.randn(batch, 77, cross_attention_dim, generator=g) + + # 3. Get the output from the CPU module + with torch.no_grad(): + cpu_out, _ = cpu_block( + hidden_states=hidden_states_cpu, + temb=temb_cpu, + encoder_hidden_states=encoder_hidden_states_cpu, + ) + + # 4. Initialize the module on the custom device + device_block = cpu_block.to(device).eval() + device_block = torch.compile(device_block, dynamic=False) + + # 5. Move inputs to the custom device + hidden_states_dev = hidden_states_cpu.to(device) + temb_dev = temb_cpu.to(device) + encoder_hidden_states_dev = encoder_hidden_states_cpu.to(device) + + # 6. Get the output from the custom device module + with torch.no_grad(): + dev_out, _ = device_block( + hidden_states=hidden_states_dev, + temb=temb_dev, + encoder_hidden_states=encoder_hidden_states_dev, + ) + + # 7. Compare the results + test_result("CrossAttnDownBlock2D", dev_out, cpu_out, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) + print("CrossAttnDownBlock2D simulation done.") + +def test_resnetblock2d_down( + device, + batch=1, + channels=320, # in_channels == out_channels + height=32, + width=32, + temb_channels=128, + resnet_eps=1e-5, + resnet_groups=32, + dropout=0.0, + resnet_time_scale_shift="default", # e.g., "default" | "scale_shift" + resnet_act_fn="swish", + output_scale_factor=1.0, + resnet_pre_norm=True, + rtol=1e-4, + atol=1e-4, + stride=None, +): + print(f"Testing ResnetBlock2D(down=True) on device: {device}") + + in_channels = channels + out_channels = channels + g = torch.Generator().manual_seed(0) + + cpu_blk = ResnetBlock2D( + in_channels=in_channels, + out_channels=out_channels, + temb_channels=temb_channels, + eps=resnet_eps, + groups=resnet_groups, + dropout=dropout, + time_embedding_norm=resnet_time_scale_shift, + non_linearity=resnet_act_fn, + output_scale_factor=output_scale_factor, + pre_norm=resnet_pre_norm + ).to("cpu").eval() + + if stride is not None: + x_cpu = torch.empty_strided([batch, in_channels, height, width], stride).normal_() + else: + x_cpu = torch.randn(batch, in_channels, height, width, generator=g) + + temb_cpu = torch.randn(batch, temb_channels, generator=g) + + with torch.no_grad(): + y_cpu = cpu_blk(x_cpu, temb=temb_cpu) + + dev_blk = cpu_blk.to(device).eval() + dev_blk = torch.compile(dev_blk, dynamic=False) + + x_dev = x_cpu.to(device) + temb_dev = temb_cpu.to(device) + + with torch.no_grad(): + y_dev = dev_blk(x_dev, temb=temb_dev) + + try: + test_result("ResnetBlock2D(down=True)", y_dev, y_cpu, rtol=rtol, atol=atol) + except NameError: + # fallback: PyTorch의 기본 엄밀 비교 + torch.testing.assert_close(y_dev.cpu(), y_cpu, rtol=rtol, atol=atol) + print("ResnetBlock2D(down=True) close-check passed.") + + max_diff = torch.max(torch.abs(y_dev.cpu() - y_cpu)).item() + print("Max diff >", max_diff) + print("ResnetBlock2D(down=True) simulation done.") + +def test_groupnorm( + device, + batch=1, + channels=320, + height=32, + width=32, + num_groups=32, + eps=1e-5, + rtol=1e-4, + atol=1e-4, + stride=None +): + print(f"Testing GroupNorm on device: {device}") + + # 1. Initialize the module on CPU + cpu_norm = torch.nn.GroupNorm( + num_groups=num_groups, + num_channels=channels, + eps=eps, + affine=True + ).to("cpu").eval() + + # 2. Create synthetic inputs on CPU + g = torch.Generator().manual_seed(0) + if stride is not None: + input_cpu = torch.empty_strided([batch, channels, height, width], stride) + input_cpu = input_cpu.normal_() + else: + input_cpu = torch.randn(batch, channels, height, width, generator=g) + + # 3. Get the output from the CPU module + with torch.no_grad(): + cpu_out = cpu_norm(input_cpu) + + # 4. Initialize the module on the custom device + device_norm = torch.nn.GroupNorm( + num_groups=num_groups, + num_channels=channels, + eps=eps, + affine=True + ).to(device).eval() + device_norm = torch.compile(device_norm, dynamic=False) + + # Copy the weights from the CPU module to ensure they are identical + device_norm.weight.data.copy_(cpu_norm.weight.data) + device_norm.bias.data.copy_(cpu_norm.bias.data) + + # 5. Move inputs to the custom device + input_dev = input_cpu.to(device) + + # 6. Get the output from the custom device module + with torch.no_grad(): + dev_out = device_norm(input_dev) + + # 7. Compare the results + test_result("GroupNorm", dev_out, cpu_out, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) + print("GroupNorm simulation done.") + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="Run UNet (diffusers) test with comparison") + parser.add_argument("--model", type=str, default="runwayml/stable-diffusion-v1-5", + help="Diffusers model id (e.g., Qwen/Qwen-Image)") + parser.add_argument("--batch", type=int, default=1) + parser.add_argument("--dtype", type=str, default="float32", choices=["float32", "float16", "bfloat16"]) + parser.add_argument("--rtol", type=float, default=1e-4) + parser.add_argument("--atol", type=float, default=1e-4) + parser.add_argument("--prompt", type=str, default="a cat in a hat") + args = parser.parse_args() + + sys.path.append(os.environ.get("TORCHSIM_DIR", "/workspace/PyTorchSim")) + from Scheduler.scheduler import ExecutionEngine + module = ExecutionEngine.setup_device() + device = module.custom_device() + + test_groupnorm(device) + test_groupnorm(device, stride=[1, 1, 320*32, 320]) + test_resnetblock2d_down(device) + #test_cross_attn_down_block2d(device) + #test_unet_conditional( + # device=device, + # model_id=args.model, + # batch=args.batch, + # dtype=args.dtype, + # rtol=args.rtol, + # atol=args.atol, + # prompt=args.prompt, + #) \ No newline at end of file From 8cbfd98052226b74cfa7dd971528bdb6bbc8af7d Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Fri, 15 Aug 2025 04:21:27 +0000 Subject: [PATCH 07/17] [Frontend+Gem5] Add sin/cos operation --- .github/workflows/pytorchsim_test.yml | 21 +++++ .../mlir/mlir_codegen_backend.py | 52 +++++++++++- gem5_script/vpu_config.py | 8 +- tests/test_transcendental.py | 83 +++++++++++++++++++ 4 files changed, 159 insertions(+), 5 deletions(-) create mode 100644 tests/test_transcendental.py diff --git a/.github/workflows/pytorchsim_test.yml b/.github/workflows/pytorchsim_test.yml index 36afd42d..c27df48a 100644 --- a/.github/workflows/pytorchsim_test.yml +++ b/.github/workflows/pytorchsim_test.yml @@ -37,6 +37,27 @@ jobs: -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ ${{ inputs.image_name }} python3 PyTorchSim/tests/test_add.py + test_transcendental: + name: Run test_transcendental.py + runs-on: self-hosted + steps: + - name: Log in to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Run test_add.py + run: | + echo "Running test_transcendental.py" + docker run --rm \ + -v /tmp/torchsim-ci/${GITHUB_SHA}:/dump \ + -e TORCHSIM_DUMP_PATH=/dump \ + -e TORCHSIM_VECTOR_LANE="${{ inputs.vector_lane }}" \ + -e TORCHSIM_SPAD_SIZE="${{ inputs.spad_size }}" \ + ${{ inputs.image_name }} python3 PyTorchSim/tests/test_transcendental.py + test_activation: name: Run test_activation.py runs-on: self-hosted diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index 8ca29b4a..ca9220c3 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -433,7 +433,7 @@ def erf(operand, *args, var_info=None, **kwargs): val = ops.constant(0, op_type[1]) var_info[val][0] = 4 operand = ops.broadcast(operand, val) - val = ops.exp(operand) + val = ops.erf(operand) result = ops.extractelement(val, 0) return result, var_info[result] op_type = var_info[operand] @@ -452,7 +452,7 @@ def tanh(operand, *args, var_info=None, **kwargs): val = ops.constant(0, op_type[1]) var_info[val][0] = 4 operand = ops.broadcast(operand, val) - val = ops.exp(operand) + val = ops.tanh(operand) result = ops.extractelement(val, 0) return result, var_info[result] op_type = var_info[operand] @@ -466,6 +466,54 @@ def tanh(operand, *args, var_info=None, **kwargs): shape = f"vector<{tile_size}x{dtype}>" if tile_size > 1 else dtype return f'math.tanh %{operand} : {shape}', [tile_size, dtype] + @staticmethod + def sin(operand, *args, var_info=None, **kwargs): + op_type = var_info[operand] + + # Check scalar + op_type = var_info[operand] + if op_type[0] == 1: + val = ops.constant(0, op_type[1]) + var_info[val][0] = 4 + operand = ops.broadcast(operand, val) + val = ops.sin(operand) + result = ops.extractelement(val, 0) + return result, var_info[result] + op_type = var_info[operand] + tile_size = op_type[0] + dtype = op_type[1] + + # Type check & auto cast + if dtype[0] != "f": + operand, dtype = ops.to_dtype(operand, "f32", var_info=var_info) + var_info[operand] = dtype + shape = f"vector<{tile_size}x{dtype}>" if tile_size > 1 else dtype + return f'math.sin %{operand} : {shape}', [tile_size, dtype] + + @staticmethod + def cos(operand, *args, var_info=None, **kwargs): + op_type = var_info[operand] + + # Check scalar + op_type = var_info[operand] + if op_type[0] == 1: + val = ops.constant(0, op_type[1]) + var_info[val][0] = 4 + operand = ops.broadcast(operand, val) + val = ops.cos(operand) + result = ops.extractelement(val, 0) + return result, var_info[result] + op_type = var_info[operand] + tile_size = op_type[0] + dtype = op_type[1] + + # Type check & auto cast + if dtype[0] != "f": + operand, dtype = ops.to_dtype(operand, "f32", var_info=var_info) + var_info[operand] = dtype + shape = f"vector<{tile_size}x{dtype}>" if tile_size > 1 else dtype + return f'math.cos %{operand} : {shape}', [tile_size, dtype] + @staticmethod def sqrt(operand, *args, var_info=None, **kwargs): op_type = var_info[operand] diff --git a/gem5_script/vpu_config.py b/gem5_script/vpu_config.py index eeeaefab..33d26b5f 100644 --- a/gem5_script/vpu_config.py +++ b/gem5_script/vpu_config.py @@ -15,9 +15,11 @@ class SparseAccelerator(MinorFU): class SpecialFunctionUnit(MinorFU): opClasses = minorMakeOpClassSet([ - "CustomMatMulvexp", - "CustomMatMulverf", - "CustomMatMulvtanh", + "CustomVexp", + "CustomVerf", + "CustomVtanh", + "CustomVsin", + "CustomVcos", ]) opLat = 10 diff --git a/tests/test_transcendental.py b/tests/test_transcendental.py new file mode 100644 index 00000000..5f296581 --- /dev/null +++ b/tests/test_transcendental.py @@ -0,0 +1,83 @@ +import torch +import torch._dynamo +import torch.utils.cpp_extension + +def test_result(name, out, cpu_out, rtol=1e-4, atol=1e-4): + if torch.allclose(out.cpu(), cpu_out, rtol=rtol, atol=atol): + message = f"|{name} Test Passed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + else: + message = f"|{name} Test Failed|" + print("-" * len(message)) + print(message) + print("-" * len(message)) + print("custom out: ", out.cpu()) + print("cpu out: ", cpu_out) + exit(1) + +def test_tanh(device, size=(128, 128)): + def tanh(a): + return torch.tanh(a) + x = torch.randn(size).to(device=device) + opt_fn = torch.compile(dynamic=False)(tanh) + res = opt_fn(x) + out = tanh(x.cpu()) + test_result("Tanh", res, out) + +def test_exp(device, size=(128, 128)): + def exp(a): + return torch.exp(a) + x = torch.randn(size).to(device=device) + opt_fn = torch.compile(dynamic=False)(exp) + res = opt_fn(x) + out = exp(x.cpu()) + test_result("Exp", res, out) + +def test_erf(device, size=(128, 128)): + def erf(a): + return torch.erf(a) + x = torch.randn(size).to(device=device) + opt_fn = torch.compile(dynamic=False)(erf) + res = opt_fn(x) + out = erf(x.cpu()) + test_result("Erf", res, out) + +def test_sin(device, size=(128, 128)): + def sin(a): + return torch.sin(a) + x = torch.randn(size).to(device=device) + opt_fn = torch.compile(dynamic=False)(sin) + res = opt_fn(x) + out = sin(x.cpu()) + test_result("Sin", res, out) + +def test_cos(device, size=(128, 128)): + def cos(a): + return torch.cos(a) + x = torch.randn(size).to(device=device) + opt_fn = torch.compile(dynamic=False)(cos) + res = opt_fn(x) + out = cos(x.cpu()) + test_result("Cos", res, out) + +if __name__ == "__main__": + import os + import sys + import argparse + sys.path.append(os.environ.get('TORCHSIM_DIR', default='/workspace/PyTorchSim')) + + parser = argparse.ArgumentParser(description="Run LayerNorm test with dynamic shape") + parser.add_argument('--shape', type=str, default="(512,768)") + args = parser.parse_args() + shape = tuple(map(int, args.shape.strip('()').split(','))) + + from Scheduler.scheduler import ExecutionEngine + module = ExecutionEngine.setup_device() + device = module.custom_device() + test_tanh(device) + test_exp(device) + test_erf(device) + test_sin(device) + test_cos(device) \ No newline at end of file From ccf12dbbe8085e8c373211cf93e65c1e49116bd2 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Thu, 21 Aug 2025 08:02:54 +0000 Subject: [PATCH 08/17] [Frontend] Support indexed expr + indirect access case --- .../mlir/mlir_codegen_backend.py | 103 +++++-- PyTorchSimFrontend/mlir/mlir_common.py | 27 ++ .../mlir/mlir_conv_mt_template.py | 4 +- .../mlir/mlir_conv_sb_template.py | 4 +- .../mlir/mlir_conv_sbs_template.py | 4 +- PyTorchSimFrontend/mlir/mlir_conv_template.py | 4 +- PyTorchSimFrontend/mlir/mlir_lowering.py | 9 +- PyTorchSimFrontend/mlir/mlir_scheduling.py | 5 +- tests/Diffusion/test_diffusion.py | 283 ++++++++++++++++-- 9 files changed, 389 insertions(+), 54 deletions(-) diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index ca9220c3..79677a3d 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -1007,6 +1007,8 @@ def parse_indices(self, expr, buffer=None, comments="", indirect_dims=[]) -> com # Extract index var indirect_args = [f"%{i}" for i in indirect_dims] + if len(indirect_args): + comments = "{indirect_access} " + comments # Add indirect access attribute expr_str = str(expr) if "//" in expr_str: expr_str = expr_str.replace("//", " floordiv ") @@ -1057,9 +1059,19 @@ def parse_index_list(self, expr_list:list, buffer=None, offset=sympy.Number(0)) def load(self, name: str, index: sympy.Expr): index = self.rename_indexing(index) - index = self.convert_indirect_indexing(index) + index, comptute_depedency = self.convert_indirect_indexing(index) padding = self.get_padding_type() + # In case of special form of indirect access, we need to put load in dma_store buffer + if comptute_depedency: + apply_buffer = self.dma_stores + dma_buffer = self.dma_stores + load_buffer = self.dma_stores + else: + apply_buffer = None + dma_buffer = self.dma_loads + load_buffer = self.loads + # Extract dram info dram_var = self.kernel_group.args.input(name) dram_shape = mlir_common.MLIRKernelArgs.get_mlir_shape(self.buffer_types[name]) @@ -1067,7 +1079,7 @@ def load(self, name: str, index: sympy.Expr): mlir_dtype = mlir_common.DTYPE_TO_MLIR[dtype] # Extract sram info - local_tile_desc, index_var, dram_stride = self.get_dma_info(name, index) + local_tile_desc, index_var, dram_stride = self.get_dma_info(name, index, buffer=apply_buffer) vlane_split_axis = local_tile_desc.vlane_split_axis vlane_stride = local_tile_desc.vlane_stride tile_numel_per_lane = local_tile_desc.get_numel_per_lane() @@ -1085,19 +1097,27 @@ def load(self, name: str, index: sympy.Expr): attribute = f"{{dram_stride={dram_stride}, sram_stride={tile_stride}, padding={padding}}}" code = self.get_dma_code("MVIN", vlane_split_axis, vlane_stride, mlir_dtype, dram_var, index_var, sram_var, sram_index_var, dram_shape, tile_shape, attribute) - self.cse.generate(self.dma_loads, code, assignment = False) # FIXME: assignment = False does not support caching - compute_index_var = ",".join(sram_index_var.split(",")[:-1] + [f"%{self.compute_idx}"]) - # Generate vector load instruction - if compute_vec_size > 1: - operation = "affine.vector_load" - line = f"{operation} %{sram_var}[{compute_index_var}] : {tile_shape}, {vshape}" + self.cse.generate(dma_buffer, code, assignment = False) # FIXME: assignment = False does not support caching + + if not comptute_depedency: + compute_index_var = ",".join(sram_index_var.split(",")[:-1] + [f"%{self.compute_idx}"]) + # Generate vector load instruction + if compute_vec_size > 1: + operation = "affine.vector_load" + line = f"{operation} %{sram_var}[{compute_index_var}] : {tile_shape}, {vshape}" + else: + operation = "affine.load" + line = f"{operation} %{sram_var}[{compute_index_var}] : {tile_shape}" + + out = self.cse.generate(load_buffer, line) + self.register_var_info(out, [compute_vec_size, mlir_dtype]) + self.spad_buffer_dict[str(out)] = [sram_var, local_tile_desc.get_tile_size(), tile_numel_per_lane, sram_index_var, tile_shape, vshape] + return out else: - operation = "affine.load" - line = f"{operation} %{sram_var}[{compute_index_var}] : {tile_shape}" - out = self.cse.generate(self.loads, line) - self.register_var_info(out, [compute_vec_size, mlir_dtype]) - self.spad_buffer_dict[str(out)] = [sram_var, local_tile_desc.get_tile_size(), tile_numel_per_lane, sram_index_var, tile_shape, vshape] - return out + out = sram_var + self.register_var_info(out, [compute_vec_size, mlir_dtype]) + self.spad_buffer_dict[str(out)] = [sram_var, local_tile_desc.get_tile_size(), tile_numel_per_lane, sram_index_var, tile_shape, vshape] + return out def store(self, name: str, index: sympy.Expr, value, *args, **kwargs): index = self.rename_indexing(index) @@ -1312,6 +1332,13 @@ def indirect_indexing(self, index_var, size, check=True): return str(index_var) def _index_expr(self, tile_desc, renamed_expression, index, base_vector_index): + # In case of index expr, dimension size should be divisible by tile size + if not self.kernel_group.tile_desc.is_dim_dividable(self.ranges): + new_tile_size = self.kernel_group.tile_desc.adjust_tile_to_divisible(self.ranges) + self.kernel_group.tile_desc.set_tile_size(new_tile_size) + self.reset("recompile") + raise mlir_common.RecompileSignal(f"Index access (tile size {self.kernel_group.tile_desc.get_tile_size()} is not divisible by {self.ranges})") + tile_size = tile_desc.get_tile_size_per_lane() compute_vec_size = tile_desc.get_compute_vec_size() strides = tile_desc.get_tile_stride_per_lane() @@ -1892,22 +1919,50 @@ def get_mask(self): def convert_indirect_indexing(self, index :sympy.Expr): if "tmp" not in str(index): - return index + return index, None + + # Note: In case of indirect indexing, dimensions should be divisible by tile size + if not self.kernel_group.tile_desc.is_dim_dividable(self.ranges): + new_tile_size = self.kernel_group.tile_desc.adjust_tile_to_divisible(self.ranges) + self.kernel_group.tile_desc.set_tile_size(new_tile_size) + self.reset("recompile") + raise mlir_common.RecompileSignal(f"Indirect access (tile size {self.kernel_group.tile_desc.get_tile_size()} is not divisible by {self.ranges})") # Process start indirect_dims = [str(dim) for dim in index.free_symbols if "tmp" in str(dim)] indirect_dims.sort() first_dim = indirect_dims[0] spad_vars = dict() - tmp_comp, self.compute = self.compute, self.dma_loads + old_compute, old_dma_lods, old_dma_stores = self.compute, self.dma_loads, self.dma_stores + compute_dependecy = any([target_dim not in self.spad_buffer_dict for target_dim in indirect_dims]) + if compute_dependecy: + self.compute = old_dma_stores + target_dma_buffers = self.dma_stores + else: + self.compute = old_dma_lods + target_dma_buffers = self.dma_loads # Load indirect operands for target_dim in indirect_dims: if target_dim in self.spad_buffer_dict: sram_var, _, tile_numel_per_lane, sram_index_var, tile_shape, vshape = self.spad_buffer_dict[target_dim] else: - raise NotImplementedError("TODO.") - + # FIXME. + var_info = [v for k, v in self.var_info.items() if str(k) == target_dim][0] + dtype = mlir_common.MLIR_TO_DTYPE[var_info[1]] + + local_tile_desc = self.kernel_group.tile_desc + tile_numel_per_lane = local_tile_desc.get_numel_per_lane() + tile_shape = local_tile_desc.get_mlir_shape(var_info[1]) + vshape = f"vector<{var_info[0]}x{var_info[1]}>" + sram_var, sram_index_var = self.get_scratchpad_buffer(dtype, target_dim, local_tile_desc, target_dim) + self.spad_buffer_dict[target_dim] = [sram_var, local_tile_desc.get_tile_size(), tile_numel_per_lane, sram_index_var, tile_shape, vshape] + + # Store the indirect index variable + opeartion = "affine.vector_store" + compute_index_var = ",".join(sram_index_var.split(",")[:-1] + [f"%{self.compute_idx}"]) + line = f"{opeartion} %{target_dim}, %{sram_var}[{compute_index_var}] : {tile_shape}, {vshape}" + self.stores.writeline(line) mlir_dtype = vshape.split("x")[1][:-1] vshape = f"vector<{tile_numel_per_lane}x{mlir_dtype}>" # FIXME. Maybe require fine grain compute... if tile_numel_per_lane > 1: @@ -1916,7 +1971,7 @@ def convert_indirect_indexing(self, index :sympy.Expr): else: operation = "affine.load" line = f"{operation} %{sram_var}[{sram_index_var}] : {tile_shape} // For indirect access" - out = self.cse.generate(self.dma_loads, line) + out = self.cse.generate(target_dma_buffers, line) self.register_var_info(out, [tile_numel_per_lane, mlir_dtype]) spad_vars[target_dim] = out @@ -1946,15 +2001,15 @@ def convert_indirect_indexing(self, index :sympy.Expr): else: operation = "affine.store" line = f"{operation} %{spad_vars[first_dim]}, %{sram_var}[{sram_index_var}] : {tile_shape}" - out = self.cse.generate(self.dma_loads, line, assignment=False) + out = self.cse.generate(target_dma_buffers, line, assignment=False) # Conversion mlir_dtype = self.var_info[spad_vars[first_dim]][1] line = f"affine.load %{sram_var}[{sram_index_var}] : {tile_shape}" - out = self.cse.generate(self.dma_loads, line) + out = self.cse.generate(target_dma_buffers, line) if mlir_dtype != "index": line = f"arith.index_cast %{out} : {mlir_dtype} to {'index'}" - out = self.cse.generate(self.dma_loads, line) + out = self.cse.generate(target_dma_buffers, line) self.register_var_info(out, [1, "index", [1]]) - self.compute = tmp_comp - return index + sympy.Symbol(str(out)) + self.compute, self.dma_loads, self.dma_stores = old_compute, old_dma_lods, old_dma_stores + return index + sympy.Symbol(str(out)), compute_dependecy diff --git a/PyTorchSimFrontend/mlir/mlir_common.py b/PyTorchSimFrontend/mlir/mlir_common.py index 7bf60059..82d5790e 100644 --- a/PyTorchSimFrontend/mlir/mlir_common.py +++ b/PyTorchSimFrontend/mlir/mlir_common.py @@ -48,6 +48,17 @@ torch.bfloat16: "bf16", } +MLIR_TO_DTYPE = { + "f32": torch.float32, + "f64": torch.float64, + "f16": torch.float16, + "i64": torch.int64, + "i32": torch.int32, + "i16": torch.int16, + "i8": torch.int8, + "bf16": torch.bfloat16, +} + DTYPE_TO_C = { torch.float32: "float", torch.float64: "double", @@ -393,6 +404,22 @@ def apply_divisor(self, axis: int, divisor: int, mode: str = "split"): def get_reduction_numel(self): return reduce(mul, self.get_tile_size()[-1*self.nr_rdim:], 1) + def is_dim_dividable(self, dim_sizes): + if len(dim_sizes) != len(self._tile_size): + raise ValueError("dim_sizes must match the tile size dimensions.") + return all(d % t == 0 for d, t in zip(dim_sizes, self._tile_size)) + + def adjust_tile_to_divisible(self, dim_sizes): + def _adjust_one(dim_size, tile_size): + for candidate in range(tile_size, 0, -1): + if dim_size % candidate == 0: + return candidate + return 1 + + if len(dim_sizes) != len(self._tile_size): + raise ValueError("dim_sizes must match the tile size dimensions.") + return [_adjust_one(d, t) for d, t in zip(dim_sizes, self._tile_size)] + class MLIRWrapperKenrelGroup(cpp.KernelGroup): def __init__(self): super().__init__() diff --git a/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py b/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py index 77da97dc..6dd17576 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_mt_template.py @@ -138,8 +138,8 @@ def __init__(self, input_nodes, layout, input_reorder=None, **kwargs): self.padding = kwargs["padding"] self.dilation = kwargs["dilation"] self.weight_shape = [str(i) for i in input_nodes[1].layout.size] - self.input_shape = [i for i in input_nodes[0].layout.size] - self.function_name = "Conv2D_" + "_".join(self.weight_shape)+ "_" \ + self.input_shape = [str(i) for i in input_nodes[0].layout.size] + self.function_name = "Conv2D_" + "_".join(self.input_shape) + "_".join(self.weight_shape)+ "_" \ + "_".join([str(i) for i in self.stride]) \ + "_" + "_".join([str(i) for i in self.padding]) \ + "_" + "_".join([str(i) for i in self.dilation]) diff --git a/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py b/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py index d239ab25..8b1bf7c5 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_sb_template.py @@ -139,8 +139,8 @@ def __init__(self, input_nodes, layout, input_reorder=None, **kwargs): self.padding = kwargs["padding"] self.dilation = kwargs["dilation"] self.weight_shape = [str(i) for i in input_nodes[1].layout.size] - self.input_shape = [i for i in input_nodes[0].layout.size] - self.function_name = "Conv2D_" + "_".join(self.weight_shape)+ "_" \ + self.input_shape = [str(i) for i in input_nodes[0].layout.size] + self.function_name = "Conv2D_" + "_".join(self.input_shape) + "_".join(self.weight_shape)+ "_" \ + "_".join([str(i) for i in self.stride]) \ + "_" + "_".join([str(i) for i in self.padding]) \ + "_" + "_".join([str(i) for i in self.dilation]) diff --git a/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py b/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py index 1495a104..2284c86c 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_sbs_template.py @@ -139,8 +139,8 @@ def __init__(self, input_nodes, layout, input_reorder=None, **kwargs): self.padding = kwargs["padding"] self.dilation = kwargs["dilation"] self.weight_shape = [str(i) for i in input_nodes[1].layout.size] - self.input_shape = [i for i in input_nodes[0].layout.size] - self.function_name = "Conv2D_" + "_".join(self.weight_shape)+ "_" \ + self.input_shape = [str(i) for i in input_nodes[0].layout.size] + self.function_name = "Conv2D_" + "_".join(self.input_shape) + "_".join(self.weight_shape)+ "_" \ + "_".join([str(i) for i in self.stride]) \ + "_" + "_".join([str(i) for i in self.padding]) \ + "_" + "_".join([str(i) for i in self.dilation]) diff --git a/PyTorchSimFrontend/mlir/mlir_conv_template.py b/PyTorchSimFrontend/mlir/mlir_conv_template.py index 00e7ad47..890b76b7 100644 --- a/PyTorchSimFrontend/mlir/mlir_conv_template.py +++ b/PyTorchSimFrontend/mlir/mlir_conv_template.py @@ -143,8 +143,8 @@ def __init__(self, input_nodes, layout, input_reorder=None, **kwargs): self.padding = kwargs["padding"] self.dilation = kwargs["dilation"] self.weight_shape = [str(i) for i in input_nodes[1].layout.size] - self.input_shape = [i for i in input_nodes[0].layout.size] - self.function_name = "Conv2D_" + "_".join(self.weight_shape)+ "_" \ + self.input_shape = [str(i) for i in input_nodes[0].layout.size] + self.function_name = "Conv2D_" + "_".join(self.input_shape) + "_".join(self.weight_shape)+ "_" \ + "_".join([str(i) for i in self.stride]) \ + "_" + "_".join([str(i) for i in self.padding]) \ + "_" + "_".join([str(i) for i in self.dilation]) diff --git a/PyTorchSimFrontend/mlir/mlir_lowering.py b/PyTorchSimFrontend/mlir/mlir_lowering.py index 9aa08754..6508ea86 100644 --- a/PyTorchSimFrontend/mlir/mlir_lowering.py +++ b/PyTorchSimFrontend/mlir/mlir_lowering.py @@ -1,7 +1,7 @@ from typing import List, Optional, Sequence import torch -from torch._inductor.lowering import lowerings +from torch._inductor.lowering import lowerings, index_impl from torch._inductor.kernel.mm_common import mm_args # from torch._inductor.select_algorithm import ExternKernelChoice from torch._inductor import ir @@ -175,10 +175,17 @@ def sparse_addmm(*args, **kwargs): ) return aten_spmm.bind((sp_mat1, sp_mat2), layout).output_node() +def custom_unsafe_index(x, indices): + # We can't fuse indirect access + indexed_expression + computation + if isinstance(x, TensorBox): + x.realize() + return index_impl(x, indices, check=False) + lowerings.update({getattr(aten.mm, overload): tuned_mm for overload in aten.mm.overloads()}) lowerings.update({getattr(aten.addmm, overload): tuned_addmm for overload in aten.addmm.overloads()}) lowerings.update({getattr(aten.convolution, overload): convolution for overload in aten.convolution.overloads()}) lowerings.update({getattr(aten.bmm, overload): tuned_bmm for overload in aten.bmm.overloads()}) lowerings.update({getattr(aten._sparse_addmm, overload): sparse_addmm for overload in aten._sparse_addmm.overloads()}) +lowerings.update({getattr(aten._unsafe_index, overload): custom_unsafe_index for overload in aten._unsafe_index.overloads()}) if CONFIG_USE_TIMING_POOLING: lowerings.update({getattr(aten.max_pool2d_with_indices, overload): custom_maxpool for overload in aten.max_pool2d_with_indices.overloads()}) # FIXME: maxpool should be implemented as a template \ No newline at end of file diff --git a/PyTorchSimFrontend/mlir/mlir_scheduling.py b/PyTorchSimFrontend/mlir/mlir_scheduling.py index 3793153e..2bbdb41d 100644 --- a/PyTorchSimFrontend/mlir/mlir_scheduling.py +++ b/PyTorchSimFrontend/mlir/mlir_scheduling.py @@ -50,7 +50,7 @@ def can_fuse_with_exceptions(self, node1: BaseSchedulerNode, node2: BaseSchedule try: stride = [i.strip()[:-1].split(",")[-1].strip() for i in str(node2.get_nodes()[0].node).split("\n") if "r0" in i][1] stride = int(sympify(stride).coeff(target_symbol)) - except sympy.core.SympifyError: + except: return False # We can't fuse dim=-1 @@ -109,6 +109,9 @@ def can_fuse_horizontal(self, node1, node2): if node1.is_template() and node2.is_template(): return False + if '_unsafe_index' in node1.get_nodes()[0].node.origins or "_unsafe_index" in node2.get_nodes()[0].node.origins: + return False + # Check template node fusion if node1.is_template() or node2.is_template(): # Don't fuse maxpool template code diff --git a/tests/Diffusion/test_diffusion.py b/tests/Diffusion/test_diffusion.py index cbcc012e..03d1b721 100644 --- a/tests/Diffusion/test_diffusion.py +++ b/tests/Diffusion/test_diffusion.py @@ -4,7 +4,9 @@ import argparse import torch import torch._dynamo -from diffusers.models.unets.unet_2d_blocks import CrossAttnDownBlock2D +from diffusers.models.unets.unet_2d_blocks import CrossAttnDownBlock2D, CrossAttnUpBlock2D, UNetMidBlock2DCrossAttn +from diffusers.models.unets.unet_2d_condition import UNet2DConditionModel +from diffusers.models.upsampling import Upsample2D from diffusers.models.resnet import ResnetBlock2D def test_result(name, out, cpu_out, rtol=1e-4, atol=1e-4): @@ -43,22 +45,16 @@ def test_unet_conditional( pipe = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch_dtype) pipe.to("cpu") - # UNet/구성 정보 unet = pipe.unet.eval() in_ch = unet.config.in_channels latent_sz = getattr(unet.config, "sample_size", 64) cross_dim = getattr(unet.config, "cross_attention_dim", None) - # 입력(latents) 생성: [B, C, H, W] g = torch.Generator().manual_seed(0) latents = torch.randn(batch, in_ch, latent_sz, latent_sz, generator=g, dtype=torch_dtype) - - # timestep (스칼라 또는 [B]) — UNet은 보통 float/long 모두 허용 timestep = torch.tensor(999, dtype=torch.float32) - # encoder_hidden_states 준비 enc_states_cpu = None - # 1) tokenizer + text_encoder 사용 가능하면 실제 임베딩 사용 if hasattr(pipe, "tokenizer") and hasattr(pipe, "text_encoder") and cross_dim is not None: try: tokens = pipe.tokenizer( @@ -70,19 +66,16 @@ def test_unet_conditional( ) text_out = pipe.text_encoder(input_ids=tokens.input_ids).last_hidden_state # [B, T, D] if text_out.shape[-1] != cross_dim: - # 크기가 맞지 않는 특수 파이프라인은 랜덤으로 폴백 print(f"Warning: text_encoder dim {text_out.shape[-1]} != cross_attn dim {cross_dim}. Fallback to random.") raise RuntimeError("cross-dim mismatch") enc_states_cpu = text_out.to(dtype=torch_dtype) except Exception as e: print(f"Text encoder unavailable or mismatch: {e}. Fallback to random encoder states.") - # 2) 폴백: 랜덤 임베딩 (cross_attention_dim이 정의된 경우) if enc_states_cpu is None: if cross_dim is None: - # cross-attn이 없는 UNet이면 None 전달 (일부 모델) enc_states_cpu = None else: - seq_len = 77 # 일반적인 텍스트 토큰 길이 + seq_len = 77 enc_states_cpu = torch.randn(batch, seq_len, cross_dim, generator=g, dtype=torch_dtype) latents_dev = latents.to(device) @@ -113,6 +106,197 @@ def test_unet_conditional( print("Max diff >", torch.max(torch.abs(out_dev.cpu() - out_cpu)).item()) print("UNet Simulation Done") +def test_unet_mid_block2d_cross_attn( + device, + in_channels=320, + temb_channels=320, + cross_attention_dim=768, + batch=1, + height=32, + width=32, + rtol=1e-4, + atol=1e-4, + num_layers=1, + num_attention_heads=8, + dual_cross_attention=False, +): + print(f"Testing UNetMidBlock2DCrossAttn on device: {device}") + + cpu_block = UNetMidBlock2DCrossAttn( + in_channels=in_channels, + temb_channels=temb_channels, + num_layers=num_layers, + cross_attention_dim=cross_attention_dim, + num_attention_heads=num_attention_heads, + dual_cross_attention=dual_cross_attention, + ).to("cpu").eval() + + g = torch.Generator().manual_seed(0) + hidden_states_cpu = torch.randn(batch, in_channels, height, width, generator=g) + temb_cpu = torch.randn(batch, temb_channels, generator=g) + encoder_hidden_states_cpu = torch.randn(batch, 77, cross_attention_dim, generator=g) + + with torch.no_grad(): + cpu_out = cpu_block( + hidden_states=hidden_states_cpu, + temb=temb_cpu, + encoder_hidden_states=encoder_hidden_states_cpu, + ) + + dev_block = cpu_block.to(device).eval() + dev_block = torch.compile(dev_block, dynamic=False) + + hidden_states_dev = hidden_states_cpu.to(device) + temb_dev = temb_cpu.to(device) + encoder_hidden_states_dev = encoder_hidden_states_cpu.to(device) + + with torch.no_grad(): + dev_out = dev_block( + hidden_states=hidden_states_dev, + temb=temb_dev, + encoder_hidden_states=encoder_hidden_states_dev, + ) + + test_result("UNetMidBlock2DCrossAttn", dev_out, cpu_out, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) + print("UNetMidBlock2DCrossAttn simulation done.") + +def test_cross_attn_up_block2d( + device, + in_channels=320, + out_channels=320, + prev_output_channel=320, + temb_channels=1280, + cross_attention_dim=768, + batch=1, + height=32, + width=32, + rtol=1e-4, + atol=1e-4, + num_layers=1, + num_attention_heads=8, + dual_cross_attention=False, +): + print(f"Testing CrossAttnUpBlock2D on device: {device}") + + cpu_block = CrossAttnUpBlock2D( + in_channels=in_channels, + out_channels=out_channels, + prev_output_channel=prev_output_channel, + temb_channels=temb_channels, + num_layers=num_layers, + cross_attention_dim=cross_attention_dim, + num_attention_heads=num_attention_heads, + dual_cross_attention=dual_cross_attention, + # add_upsample=add_upsample, + ).to("cpu").eval() + + g = torch.Generator().manual_seed(0) + hidden_states_cpu = torch.randn(batch, in_channels, height, width, generator=g) + temb_cpu = torch.randn(batch, temb_channels, generator=g) + encoder_hidden_states_cpu = torch.randn(batch, 77, cross_attention_dim, generator=g) + + res_hidden_states_tuple_cpu = tuple( + torch.randn(batch, prev_output_channel, height, width, generator=g) for _ in range(num_layers) + ) + + with torch.no_grad(): + cpu_out = cpu_block( + hidden_states=hidden_states_cpu, + res_hidden_states_tuple=res_hidden_states_tuple_cpu, + temb=temb_cpu, + encoder_hidden_states=encoder_hidden_states_cpu, + ) + + dev_block = cpu_block.to(device).eval() + dev_block = torch.compile(dev_block, dynamic=False) + + hidden_states_dev = hidden_states_cpu.to(device) + temb_dev = temb_cpu.to(device) + encoder_hidden_states_dev = encoder_hidden_states_cpu.to(device) + res_hidden_states_tuple_dev = tuple(t.to(device) for t in res_hidden_states_tuple_cpu) + + with torch.no_grad(): + dev_out = dev_block( + hidden_states=hidden_states_dev, + res_hidden_states_tuple=res_hidden_states_tuple_dev, + temb=temb_dev, + encoder_hidden_states=encoder_hidden_states_dev, + ) + + test_result("CrossAttnUpBlock2D", dev_out, cpu_out, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) + print("CrossAttnUpBlock2D simulation done.") + +def test_unet2d_condition_model( + device, + batch=1, + in_channels=4, + out_channels=4, + sample_size=32, + cross_attention_dim=[768, 768], + seq_len=77, + block_out_channels=(64, 64), + layers_per_block=[1, 1], + attention_head_dim=(8, 8), + rtol=1e-4, + atol=1e-4, + stride=None, +): + down_block_types = ("CrossAttnDownBlock2D", "DownBlock2D") + up_block_types = ("UpBlock2D", "CrossAttnUpBlock2D") + + unet_cpu = UNet2DConditionModel( + sample_size=sample_size, + in_channels=in_channels, + out_channels=out_channels, + down_block_types=down_block_types, + up_block_types=up_block_types, + block_out_channels=block_out_channels, + layers_per_block=layers_per_block, + cross_attention_dim=cross_attention_dim, + attention_head_dim=attention_head_dim, + ).to("cpu").eval() + + g = torch.Generator().manual_seed(0) + + if stride is not None: + x_cpu = torch.empty_strided([batch, in_channels, sample_size, sample_size], stride).normal_(generator=g) + else: + x_cpu = torch.randn(batch, in_channels, sample_size, sample_size, generator=g) + + t_cpu = torch.randint(low=0, high=1000, size=(batch,), generator=g, dtype=torch.long) + encoder_hidden_states_cpu = torch.randn(batch, seq_len, cross_attention_dim[0], generator=g) + + # CPU result + with torch.no_grad(): + y_cpu = unet_cpu( + sample=x_cpu, + timestep=t_cpu, + encoder_hidden_states=encoder_hidden_states_cpu, + ).sample # UNet2DConditionOutput.sample (Tensor) + + # Device + torch.compile + unet_dev = unet_cpu.to(device).eval() + unet_dev = torch.compile(unet_dev, dynamic=False) + + x_dev = x_cpu.to(device) + t_dev = t_cpu.to(device) + encoder_hidden_states_dev = encoder_hidden_states_cpu.to(device) + + with torch.no_grad(): + y_dev = unet_dev( + sample=x_dev, + timestep=t_dev, + encoder_hidden_states=encoder_hidden_states_dev, + ).sample + + for idx, (cpu, dev) in enumerate(zip(y_cpu, y_dev)): + test_result(f"[{idx}] UNet2DConditionModel", dev.cpu(), cpu, rtol=rtol, atol=atol) + max_diff = torch.max(torch.abs(dev.detach().cpu() - cpu)).item() + print("Max diff >", max_diff) + print("UNet2DConditionModel simulation done.") + def test_cross_attn_down_block2d( device, in_channels=320, @@ -177,10 +361,11 @@ def test_cross_attn_down_block2d( print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) print("CrossAttnDownBlock2D simulation done.") -def test_resnetblock2d_down( +def test_resnetblock2d( device, batch=1, - channels=320, # in_channels == out_channels + in_channels=320, + out_channels=320, height=32, width=32, temb_channels=128, @@ -197,10 +382,7 @@ def test_resnetblock2d_down( ): print(f"Testing ResnetBlock2D(down=True) on device: {device}") - in_channels = channels - out_channels = channels g = torch.Generator().manual_seed(0) - cpu_blk = ResnetBlock2D( in_channels=in_channels, out_channels=out_channels, @@ -242,7 +424,7 @@ def test_resnetblock2d_down( max_diff = torch.max(torch.abs(y_dev.cpu() - y_cpu)).item() print("Max diff >", max_diff) - print("ResnetBlock2D(down=True) simulation done.") + print("ResnetBlock2D simulation done.") def test_groupnorm( device, @@ -303,6 +485,62 @@ def test_groupnorm( print("Max diff >", torch.max(torch.abs(dev_out.cpu() - cpu_out)).item()) print("GroupNorm simulation done.") +def test_upsample2d( + device, + batch=1, + channels=320, + height=32, + width=32, + rtol=1e-4, + atol=1e-4, + use_conv=True, + use_conv_transpose=False, + out_channels=320, + name="conv", + kernel_size=None, + padding=1, + norm_type=None, + eps=None, + elementwise_affine=None, + bias=True, + interpolate=True, + stride=None, +): + cpu_block = Upsample2D( + channels=channels, + use_conv=use_conv, + use_conv_transpose=use_conv_transpose, + out_channels=out_channels, + name=name, + kernel_size=kernel_size, + padding=padding, + norm_type=norm_type, + eps=eps, + elementwise_affine=elementwise_affine, + bias=bias, + interpolate=interpolate, + ).to("cpu").eval() + + g = torch.Generator().manual_seed(0) + if stride is not None: + x_cpu = torch.empty_strided([batch, channels, height, width], stride).normal_(generator=g) + else: + x_cpu = torch.randn(batch, channels, height, width, generator=g) + + with torch.no_grad(): + y_cpu = cpu_block(x_cpu) + + dev_block = cpu_block.to(device).eval() + dev_block = torch.compile(dev_block, dynamic=False) + x_dev = x_cpu.to(device) + + with torch.no_grad(): + y_dev = dev_block(x_dev) + + test_result("Upsample2D", y_dev, y_cpu, rtol=rtol, atol=atol) + print("Max diff >", torch.max(torch.abs(y_dev.cpu() - y_cpu)).item()) + print("Upsample2D simulation done.") + if __name__ == "__main__": parser = argparse.ArgumentParser(description="Run UNet (diffusers) test with comparison") parser.add_argument("--model", type=str, default="runwayml/stable-diffusion-v1-5", @@ -319,10 +557,15 @@ def test_groupnorm( module = ExecutionEngine.setup_device() device = module.custom_device() - test_groupnorm(device) - test_groupnorm(device, stride=[1, 1, 320*32, 320]) - test_resnetblock2d_down(device) + #test_upsample2d(device) + #test_groupnorm(device) + #test_groupnorm(device, stride=[1, 1, 320*32, 320]) + #test_resnetblock2d(device, in_channels=640, out_channels=320, temb_channels=320) + #test_resnetblock2d(device, in_channels=640, out_channels=320, temb_channels=1280) #test_cross_attn_down_block2d(device) + #test_unet_mid_block2d_cross_attn(device) + #test_cross_attn_up_block2d(device) + test_unet2d_condition_model(device) #test_unet_conditional( # device=device, # model_id=args.model, From ca4083f1e697d8ac3bffb7ef009503dd21984be4 Mon Sep 17 00:00:00 2001 From: Wonhyuk Yang Date: Mon, 1 Sep 2025 10:24:55 +0000 Subject: [PATCH 09/17] [Frontend] Add vlane_stride constraint in the adjust method --- PyTorchSimFrontend/mlir/mlir_common.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/PyTorchSimFrontend/mlir/mlir_common.py b/PyTorchSimFrontend/mlir/mlir_common.py index 82d5790e..73996351 100644 --- a/PyTorchSimFrontend/mlir/mlir_common.py +++ b/PyTorchSimFrontend/mlir/mlir_common.py @@ -407,7 +407,11 @@ def get_reduction_numel(self): def is_dim_dividable(self, dim_sizes): if len(dim_sizes) != len(self._tile_size): raise ValueError("dim_sizes must match the tile size dimensions.") - return all(d % t == 0 for d, t in zip(dim_sizes, self._tile_size)) + dim_sizes_cpy = [int(d) for d in dim_sizes] + remain = dim_sizes_cpy[self.vlane_split_axis] % self.vlane_stride + if remain: + dim_sizes_cpy[self.vlane_split_axis] += self.vlane_stride - remain + return all(d % t == 0 for d, t in zip(dim_sizes_cpy, self._tile_size)) def adjust_tile_to_divisible(self, dim_sizes): def _adjust_one(dim_size, tile_size): @@ -418,7 +422,13 @@ def _adjust_one(dim_size, tile_size): if len(dim_sizes) != len(self._tile_size): raise ValueError("dim_sizes must match the tile size dimensions.") - return [_adjust_one(d, t) for d, t in zip(dim_sizes, self._tile_size)] + candidate_tile_size = [_adjust_one(d, t) for d, t in zip(dim_sizes, self._tile_size)] + # FIXME. Is this the only solution? + # Round up + remain = candidate_tile_size[self.vlane_split_axis] % self.vlane_stride + if remain: + candidate_tile_size[self.vlane_split_axis] += self.vlane_stride - remain + return candidate_tile_size class MLIRWrapperKenrelGroup(cpp.KernelGroup): def __init__(self): From ded2b7f4c2243e7faf06d8b117072649f041d9f0 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Mon, 11 Aug 2025 05:50:13 +0000 Subject: [PATCH 10/17] [Frontend] TPUv4 CMEM allocation plan --- PyTorchSimFrontend/mlir/mlir_codegen_backend.py | 12 ++++-------- tpuv4/CONV0_plan.py | 3 +++ tpuv4/CONV1_plan.py | 3 +++ tpuv4/CONV2_plan.py | 3 +++ tpuv4/CONV3_plan.py | 3 +++ tpuv4/gemm_plan.py | 3 +++ tpuv4/softmax_plan.py | 5 +++++ 7 files changed, 24 insertions(+), 8 deletions(-) create mode 100644 tpuv4/CONV0_plan.py create mode 100644 tpuv4/CONV1_plan.py create mode 100644 tpuv4/CONV2_plan.py create mode 100644 tpuv4/CONV3_plan.py create mode 100644 tpuv4/gemm_plan.py create mode 100644 tpuv4/softmax_plan.py diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index 79677a3d..416e9c97 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -113,10 +113,8 @@ def write_header(self): self.header.splice( f""" def sram_plan_prefix(buffer_name, buffer): - #if CONFIG_SRAM_BUFFER_PLAN is None: - # return - #elif buffer_name not in CONFIG_SRAM_BUFFER_PLAN: - # return + if CONFIG_SRAM_BUFFER_PLAN and (buffer_name not in CONFIG_SRAM_BUFFER_PLAN): + return buffer_size = buffer.element_size() * buffer.untyped_storage().size() start = buffer.data_ptr() end = start + buffer_size @@ -124,10 +122,8 @@ def sram_plan_prefix(buffer_name, buffer): BackendSimulator.sram_alloc(buffer_name, [start, end]) def sram_plan_postfix(buffer_name, buffer): - #if CONFIG_SRAM_BUFFER_PLAN is None: - # return - #elif buffer_name not in CONFIG_SRAM_BUFFER_PLAN: - # return + if CONFIG_SRAM_BUFFER_PLAN and (buffer_name not in CONFIG_SRAM_BUFFER_PLAN): + return buffer_size = buffer.element_size() * buffer.untyped_storage().size() start = buffer.data_ptr() end = start + buffer_size diff --git a/tpuv4/CONV0_plan.py b/tpuv4/CONV0_plan.py new file mode 100644 index 00000000..02a8a2d9 --- /dev/null +++ b/tpuv4/CONV0_plan.py @@ -0,0 +1,3 @@ +plan = { + "primals_2" +} \ No newline at end of file diff --git a/tpuv4/CONV1_plan.py b/tpuv4/CONV1_plan.py new file mode 100644 index 00000000..02a8a2d9 --- /dev/null +++ b/tpuv4/CONV1_plan.py @@ -0,0 +1,3 @@ +plan = { + "primals_2" +} \ No newline at end of file diff --git a/tpuv4/CONV2_plan.py b/tpuv4/CONV2_plan.py new file mode 100644 index 00000000..02a8a2d9 --- /dev/null +++ b/tpuv4/CONV2_plan.py @@ -0,0 +1,3 @@ +plan = { + "primals_2" +} \ No newline at end of file diff --git a/tpuv4/CONV3_plan.py b/tpuv4/CONV3_plan.py new file mode 100644 index 00000000..2091c6ca --- /dev/null +++ b/tpuv4/CONV3_plan.py @@ -0,0 +1,3 @@ +plan = { + "primals_1" +} \ No newline at end of file diff --git a/tpuv4/gemm_plan.py b/tpuv4/gemm_plan.py new file mode 100644 index 00000000..b54d43cb --- /dev/null +++ b/tpuv4/gemm_plan.py @@ -0,0 +1,3 @@ +plan = { + "arg0_1" +} \ No newline at end of file diff --git a/tpuv4/softmax_plan.py b/tpuv4/softmax_plan.py new file mode 100644 index 00000000..4c36867f --- /dev/null +++ b/tpuv4/softmax_plan.py @@ -0,0 +1,5 @@ +plan = { + "arg0_1", + "buf0", + "buf1" +} \ No newline at end of file From 4a12f883419f6f878bd0e6d253ee0dd3297eff92 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Mon, 18 Aug 2025 01:13:03 +0000 Subject: [PATCH 11/17] [Fix] CMEM alloc check with config_json --- PyTorchSimBackend/include/TileGraphParser.h | 3 ++- PyTorchSimBackend/src/TileGraphParser.cc | 5 +++-- PyTorchSimBackend/src/main.cc | 12 ++++++------ Simulator/simulator.py | 2 +- 4 files changed, 12 insertions(+), 10 deletions(-) diff --git a/PyTorchSimBackend/include/TileGraphParser.h b/PyTorchSimBackend/include/TileGraphParser.h index 5b561127..9cc61d4a 100644 --- a/PyTorchSimBackend/include/TileGraphParser.h +++ b/PyTorchSimBackend/include/TileGraphParser.h @@ -68,7 +68,7 @@ class TileNode { class TileGraphParser { public: - TileGraphParser(std::string onnx_path, std::string attribute_path); + TileGraphParser(std::string onnx_path, std::string attribute_path, std::string config_path); std::shared_ptr get_top_loop(); std::unique_ptr& get_tile_graph() { return _tile_graph; } addr_type lookup(std::string key); @@ -136,6 +136,7 @@ class TileGraphParser { int _loop_stack_pointer = 0; json _attribute_json; + json _config_json; std::string _tog_path; std::string _attribute_path; uint64_t indirect_counter = 0; diff --git a/PyTorchSimBackend/src/TileGraphParser.cc b/PyTorchSimBackend/src/TileGraphParser.cc index 9374dcb5..4a562724 100644 --- a/PyTorchSimBackend/src/TileGraphParser.cc +++ b/PyTorchSimBackend/src/TileGraphParser.cc @@ -699,8 +699,9 @@ void TileLoopNode::print_node() { spdlog::debug("{} stride: {} ", spaces, _stride); } -TileGraphParser::TileGraphParser(std::string onnx_path, std::string attribute_path) { +TileGraphParser::TileGraphParser(std::string onnx_path, std::string attribute_path, std::string config_path) { loadConfig(attribute_path, _attribute_json); + loadConfig(config_path, _config_json); _attribute_path = attribute_path; /* Note: this parsing algorithm assume that all node are sorted in topological-order */ @@ -727,7 +728,7 @@ TileGraphParser::TileGraphParser(std::string onnx_path, std::string attribute_pa spdlog::info("[TOGParser/Attribute] Address numa info key: {} numa stride : {}", it.key(), fmt::join(_arg_numa_stride[it.key()], ", ")); } } - if (_attribute_json.contains("sram_alloc") and _attribute_json.contains("l2d_type") and _attribute_json["l2d_type"] == "datacache") { + if (_attribute_json.contains("sram_alloc") and _config_json.contains("l2d_type") and _config_json["l2d_type"] == "datacache") { auto sram_alloc_list = _attribute_json["sram_alloc"]; spdlog::info("[TOGParser/Attribute] ================= SRAM Alloc Plan ================"); for (auto it = sram_alloc_list.begin(); it != sram_alloc_list.end(); ++it) { diff --git a/PyTorchSimBackend/src/main.cc b/PyTorchSimBackend/src/main.cc index ecdd85aa..214e7131 100644 --- a/PyTorchSimBackend/src/main.cc +++ b/PyTorchSimBackend/src/main.cc @@ -12,8 +12,8 @@ namespace po = boost::program_options; const char* env_value = std::getenv("BACKENDSIM_DRYRUN"); bool isDryRun = (env_value != nullptr && std::string(env_value) == "1"); -void launchKernel(Simulator* simulator, std::string onnx_path, std::string attribute_path, cycle_type request_time=0, int partiton_id=0) { - auto graph_praser = TileGraphParser(onnx_path, attribute_path); +void launchKernel(Simulator* simulator, std::string onnx_path, std::string attribute_path, std::string config_path, cycle_type request_time=0, int partiton_id=0) { + auto graph_praser = TileGraphParser(onnx_path, attribute_path, config_path); std::unique_ptr& tile_graph = graph_praser.get_tile_graph(); tile_graph->set_arrival_time(request_time ? request_time : simulator->get_core_cycle()); spdlog::info("[Scheduler {}] Register graph path: {} operation: {} at {}", partiton_id, onnx_path, tile_graph->get_name(), simulator->get_core_cycle()); @@ -46,16 +46,16 @@ void interactive_mode(Simulator* simulator) { // Parse the first part of the command (e.g., "launch", "until", "quit") iss >> token; if (token == "launch") { - std::string onnx_path, attribute_path; + std::string onnx_path, attribute_path, config_path; cycle_type request_time = 0; int partition_id = 0; - iss >> onnx_path >> attribute_path >> request_time >> partition_id; + iss >> config_path >> onnx_path >> attribute_path >> request_time >> partition_id; // Check if both paths were provided if (onnx_path.empty() || attribute_path.empty()) { spdlog::error("Error: Please provide both ONNX path and Attribute path in the format: launch onnx/path attribute/path"); } else { - launchKernel(simulator, onnx_path, attribute_path, request_time, partition_id); + launchKernel(simulator, onnx_path, attribute_path, config_path, request_time, partition_id); std::cerr << "launch done" << std::endl; } } else if (token == "until") { @@ -135,7 +135,7 @@ int main(int argc, char** argv) { cmd_parser.set_if_defined("attributes_list", &attribute_path); /* launch kernels */ - launchKernel(simulator, onnx_path, attribute_path); + launchKernel(simulator, onnx_path, attribute_path, config_path); simulator->run_simulator(); if (simulator->get_core_cycle()==0) simulator->until(1); diff --git a/Simulator/simulator.py b/Simulator/simulator.py index 292c5a9b..81970cbe 100644 --- a/Simulator/simulator.py +++ b/Simulator/simulator.py @@ -302,7 +302,7 @@ def send_command(self, command): return None def launch(self, onnx_path, attribute_path, arrival_time=0, partion_id=0): - command = f"launch {onnx_path} {attribute_path} {arrival_time} {partion_id}" + command = f"launch {self.config_path} {onnx_path} {attribute_path} {arrival_time} {partion_id}" ret = self.send_command(command) return 0 From 4bc48648db5db08411523db5eaae8355955e9cb0 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Thu, 11 Sep 2025 06:15:23 +0000 Subject: [PATCH 12/17] [Frontend] TPUv4 Read & Write Port --- PyTorchSimBackend/include/L2Cache.h | 11 ++- PyTorchSimBackend/src/Dram.cc | 2 +- PyTorchSimBackend/src/L2Cache.cc | 135 +++++++++++++++++----------- 3 files changed, 92 insertions(+), 56 deletions(-) diff --git a/PyTorchSimBackend/include/L2Cache.h b/PyTorchSimBackend/include/L2Cache.h index e822e6be..ba851b0b 100644 --- a/PyTorchSimBackend/include/L2Cache.h +++ b/PyTorchSimBackend/include/L2Cache.h @@ -27,6 +27,10 @@ class L2CacheBase { CacheConfig l_cache_config; // L2 cache config uint32_t l_id; // L2 partition id uint32_t l2d_hit_latency; + uint32_t n_read_port = 2; // Number of read ports (CMEM Read 2TB/s) + uint32_t n_write_port = 1; // Number of write ports (CMEM Write 1TB/s) + std::vector read_port; // Current read port + std::vector write_port; // Current write port std::queue *l_to_xbar_queue; std::queue *l_from_xbar_queue; std::queue l_to_mem_queue; @@ -47,9 +51,14 @@ class L2DataCache : public L2CacheBase { public: typedef IntervalTree CachePlan; L2DataCache(std::string name, CacheConfig &cache_config, uint32_t id, cycle_type *core_cycle, - uint32_t l2d_hit_latency, std::queue *to_xbar_queue, + uint32_t l2d_hit_latency, uint32_t num_cores, std::queue *to_xbar_queue, std::queue *from_xbar_queue); void cycle() override; bool push(mem_fetch* req) override; // Push memory response from DRAM + bool port_free(mem_fetch* req); + void clear_port() { std::fill(read_port.begin(), read_port.end(), 0); + std::fill(write_port.begin(), write_port.end(), 0); } virtual void print_stats() override; +private: + uint32_t _n_cores; }; \ No newline at end of file diff --git a/PyTorchSimBackend/src/Dram.cc b/PyTorchSimBackend/src/Dram.cc index e604f73f..ab074bda 100644 --- a/PyTorchSimBackend/src/Dram.cc +++ b/PyTorchSimBackend/src/Dram.cc @@ -42,7 +42,7 @@ Dram::Dram(SimulationConfig config, cycle_type* core_cycle) { _m_cache_config.get_num_sets(), _m_cache_config.get_num_assoc(), _m_cache_config.get_line_size(), _m_cache_config.get_sector_size()); for (int ch = 0; ch < _n_ch; ch++) - _m_caches[ch] = new L2DataCache(name, _m_cache_config, ch, _core_cycles, _config.l2d_hit_latency, &m_to_crossbar_queue[ch], &m_from_crossbar_queue[ch]); + _m_caches[ch] = new L2DataCache(name, _m_cache_config, ch, _core_cycles, _config.l2d_hit_latency, _config.num_cores, &m_to_crossbar_queue[ch], &m_from_crossbar_queue[ch]); } else { spdlog::error("[Config/L2D] Invalid L2 cache type...!"); exit(EXIT_FAILURE); diff --git a/PyTorchSimBackend/src/L2Cache.cc b/PyTorchSimBackend/src/L2Cache.cc index 14c9b9da..a02f6e2b 100644 --- a/PyTorchSimBackend/src/L2Cache.cc +++ b/PyTorchSimBackend/src/L2Cache.cc @@ -13,21 +13,28 @@ void NoL2Cache::cycle() { } L2DataCache::L2DataCache(std::string name, CacheConfig &cache_config, uint32_t id, - cycle_type *core_cycle, uint32_t l2d_hit_latency, + cycle_type *core_cycle, uint32_t l2d_hit_latency, uint32_t num_cores, std::queue *to_xbar_queue, std::queue *from_xbar_queue) : - L2CacheBase(name, cache_config, id, core_cycle, l2d_hit_latency, to_xbar_queue, from_xbar_queue) { + L2CacheBase(name, cache_config, id, core_cycle, l2d_hit_latency, to_xbar_queue, from_xbar_queue), _n_cores(num_cores) { l_cache = std::make_unique(name, cache_config, id, 0, &l_to_mem_queue); l_from_cache_queue = DelayQueue(l_name + "_latency_queue", true, 0); + read_port.resize(num_cores, 0); + write_port.resize(num_cores, 0); } bool L2DataCache::push(mem_fetch* req) { - if (l_cache->waiting_for_fill(req)) { - if (!l_cache->fill_port_free()) - return false; - l_cache->fill(req, *l_core_cycle); + bool is_cacheable = req->is_cacheable(); + if (!is_cacheable) { + l_to_xbar_queue->push(req); } else { - if (req->get_access_type() == GLOBAL_ACC_R || req->get_access_type() == GLOBAL_ACC_W) - l_to_xbar_queue->push(req); + if (l_cache->waiting_for_fill(req)) { + if (!l_cache->fill_port_free()) + return false; + l_cache->fill(req, *l_core_cycle); + } else { + if (req->get_access_type() == GLOBAL_ACC_R || req->get_access_type() == GLOBAL_ACC_W) + l_to_xbar_queue->push(req); + } } return true; } @@ -39,63 +46,83 @@ void L2DataCache::cycle() { // Mem to Cache uint32_t line_size = l_cache_config.get_line_size(); uint32_t sector_size = l_cache_config.get_sector_size(); + clear_port(); /* Pass a request to cache */ - if (!l_from_xbar_queue->empty()) { - mem_fetch* req = l_from_xbar_queue->front(); - /* Check cache plan */ - bool is_cacheable = req->is_cacheable(); + for (int i = 0; i < (n_read_port + n_write_port) * _n_cores; i++) { + if (!l_from_xbar_queue->empty()) { + mem_fetch* req = l_from_xbar_queue->front(); + /* Check cache plan */ + bool is_cacheable = req->is_cacheable(); - /* Go to l2 cache */ - if (is_cacheable && l_cache->data_port_free()) { - req->set_access_sector_mask(line_size, sector_size); - std::deque events; - CacheRequestStatus status = l_cache->access( - req->get_addr(), *l_core_cycle, req, events); - bool write_sent = CacheEvent::was_write_sent(events); - bool read_sent = CacheEvent::was_read_sent(events); - if (status == HIT) { - if (!write_sent) { - req->set_reply(); - req->current_state = "L2HIT"; - l_from_cache_queue.push(req, l2d_hit_latency); + /* Go to l2 cache */ + if (is_cacheable && l_cache->data_port_free()) { + if (!port_free(req)) continue; + req->set_access_sector_mask(line_size, sector_size); + std::deque events; + CacheRequestStatus status = l_cache->access( + req->get_addr(), *l_core_cycle, req, events); + bool write_sent = CacheEvent::was_write_sent(events); + bool read_sent = CacheEvent::was_read_sent(events); + if (status == HIT) { + if (!write_sent) { + req->set_reply(); + req->current_state = "L2HIT"; + l_from_cache_queue.push(req, l2d_hit_latency); + } + l_from_xbar_queue->pop(); + } else if (status != RESERVATION_FAIL) { + req->current_state = "L2MISS"; + if (req->is_write() && + (l_cache_config.get_write_alloc_policy() == FETCH_ON_WRITE || + l_cache_config.get_write_alloc_policy() == LAZY_FETCH_ON_READ)) { + req->set_reply(); + req->current_state = "L2MISS-WRITE"; + l_from_cache_queue.push(req, l2d_hit_latency); + } + l_from_xbar_queue->pop(); + } else { + // Status Reservation fail, Retry it + assert(!write_sent); + assert(!read_sent); } + } else if (!is_cacheable) { + l_to_mem_queue.push(req); l_from_xbar_queue->pop(); - } else if (status != RESERVATION_FAIL) { - req->current_state = "L2MISS"; - if (req->is_write() && - (l_cache_config.get_write_alloc_policy() == FETCH_ON_WRITE || - l_cache_config.get_write_alloc_policy() == LAZY_FETCH_ON_READ)) { - req->set_reply(); - req->current_state = "L2MISS-WRITE"; - l_from_cache_queue.push(req, l2d_hit_latency); - } - l_from_xbar_queue->pop(); - } else { - // Status Reservation fail, Retry it - assert(!write_sent); - assert(!read_sent); } - } else if (!is_cacheable) { - l_to_mem_queue.push(req); - l_from_xbar_queue->pop(); } - } - if (l_cache->access_ready() && - !l_from_cache_queue.full()) { - mem_fetch* req = l_cache->top_next_access(); - if (req->is_request()) req->set_reply(); - l_from_cache_queue.push(req, l2d_hit_latency); - l_cache->pop_next_access(); + if (l_cache->access_ready() && + !l_from_cache_queue.full()) { + mem_fetch* req = l_cache->top_next_access(); + if (req->is_request()) req->set_reply(); + l_from_cache_queue.push(req, l2d_hit_latency); + l_cache->pop_next_access(); + } + + if (l_from_cache_queue.arrived()) { + mem_fetch* req = l_from_cache_queue.top(); + if (req->get_access_type() == GLOBAL_ACC_R || req->get_access_type() == GLOBAL_ACC_W) + l_to_xbar_queue->push(req); + l_from_cache_queue.pop(); + } } +} - if (l_from_cache_queue.arrived()) { - mem_fetch* req = l_from_cache_queue.top(); - if (req->get_access_type() == GLOBAL_ACC_R || req->get_access_type() == GLOBAL_ACC_W) - l_to_xbar_queue->push(req); - l_from_cache_queue.pop(); +bool L2DataCache::port_free(mem_fetch* req) { + int core_id = req->get_core_id(); + if (req->is_write()) { + write_port[core_id]++; + if (write_port[core_id] > n_write_port) { + return false; // No more write port available + } + } else { + read_port[core_id]++; + if (read_port[core_id] > n_read_port) { + return false; // No more read port available + } } + return true; // Port is free } void L2DataCache::print_stats() { From 158262fee76e02ab3f14d953ee851366bca8c673 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Thu, 11 Sep 2025 06:15:53 +0000 Subject: [PATCH 13/17] [Fix] Tensor Alloc Size --- PyTorchSimFrontend/mlir/mlir_codegen_backend.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py index 416e9c97..21d2868e 100644 --- a/PyTorchSimFrontend/mlir/mlir_codegen_backend.py +++ b/PyTorchSimFrontend/mlir/mlir_codegen_backend.py @@ -115,7 +115,7 @@ def write_header(self): def sram_plan_prefix(buffer_name, buffer): if CONFIG_SRAM_BUFFER_PLAN and (buffer_name not in CONFIG_SRAM_BUFFER_PLAN): return - buffer_size = buffer.element_size() * buffer.untyped_storage().size() + buffer_size = buffer.untyped_storage().size() start = buffer.data_ptr() end = start + buffer_size # print(f'Alloc {{buffer_name}}(0x{{start:x}} ~ 0x{{end:x}})') @@ -124,7 +124,7 @@ def sram_plan_prefix(buffer_name, buffer): def sram_plan_postfix(buffer_name, buffer): if CONFIG_SRAM_BUFFER_PLAN and (buffer_name not in CONFIG_SRAM_BUFFER_PLAN): return - buffer_size = buffer.element_size() * buffer.untyped_storage().size() + buffer_size = buffer.untyped_storage().size() start = buffer.data_ptr() end = start + buffer_size # print(f'Dealloc {{buffer_name}}(0x{{start:x}} ~ 0x{{end:x}})') From 8a9a37e02a3b663a9df3b608a5c028df8e72f037 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Thu, 11 Sep 2025 06:17:20 +0000 Subject: [PATCH 14/17] [Frontend] Softmax CMEM plan --- tpuv4/{softmax_plan.py => softmax_plan_2048x2048.py} | 0 tpuv4/softmax_plan_512x512.py | 5 +++++ tpuv4/softmax_plan_8192x8192.py | 4 ++++ 3 files changed, 9 insertions(+) rename tpuv4/{softmax_plan.py => softmax_plan_2048x2048.py} (100%) create mode 100644 tpuv4/softmax_plan_512x512.py create mode 100644 tpuv4/softmax_plan_8192x8192.py diff --git a/tpuv4/softmax_plan.py b/tpuv4/softmax_plan_2048x2048.py similarity index 100% rename from tpuv4/softmax_plan.py rename to tpuv4/softmax_plan_2048x2048.py diff --git a/tpuv4/softmax_plan_512x512.py b/tpuv4/softmax_plan_512x512.py new file mode 100644 index 00000000..4c36867f --- /dev/null +++ b/tpuv4/softmax_plan_512x512.py @@ -0,0 +1,5 @@ +plan = { + "arg0_1", + "buf0", + "buf1" +} \ No newline at end of file diff --git a/tpuv4/softmax_plan_8192x8192.py b/tpuv4/softmax_plan_8192x8192.py new file mode 100644 index 00000000..95cb9575 --- /dev/null +++ b/tpuv4/softmax_plan_8192x8192.py @@ -0,0 +1,4 @@ +plan = { + "buf0", + "buf1" +} \ No newline at end of file From 1fa377925caced5e2b10671a6b9819444a4f1bc8 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Mon, 15 Sep 2025 02:49:22 +0000 Subject: [PATCH 15/17] [Fix] modify tpuv4 inct & cache config --- .../configs/systolic_ws_128x128_c2_simple_noc_tpuv4.json | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/PyTorchSimBackend/configs/systolic_ws_128x128_c2_simple_noc_tpuv4.json b/PyTorchSimBackend/configs/systolic_ws_128x128_c2_simple_noc_tpuv4.json index 4b4df4e6..a93e8ae2 100644 --- a/PyTorchSimBackend/configs/systolic_ws_128x128_c2_simple_noc_tpuv4.json +++ b/PyTorchSimBackend/configs/systolic_ws_128x128_c2_simple_noc_tpuv4.json @@ -15,11 +15,12 @@ "dram_print_interval": 10000, "dram_config_path" : "../configs/ramulator2_configs/HBM2.yaml", "l2d_type" : "datacache", - "l2d_config" : "S:64:128:512,32,L:T:m:W:L,A:192:4,32:0,32", + "l2d_config" : "S:64:128:512,32,L:B:m:W:L,A:192:4,32:0,32", "icnt_type" : "simple", "icnt_latency" : 7, - "icnt_freq" : 38400, + "icnt_freq" : 48000, + "icnt_node_per_core" : 1, "icnt_config_path" : "../configs/booksim2_configs/fly_c4_m32.icnt", "precision" : 4, From ceb6981385ff9afb359369186c7aeed480b493c1 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Mon, 15 Sep 2025 02:52:05 +0000 Subject: [PATCH 16/17] [Validation] enforce GEMM tile num more than 1 TPUv4 use 2 cores in default To utilize 2 cores, # of sub-graph should be more than 1 --- PyTorchSimFrontend/mlir/mlir_gemm_template.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PyTorchSimFrontend/mlir/mlir_gemm_template.py b/PyTorchSimFrontend/mlir/mlir_gemm_template.py index 5b339189..ae793c06 100644 --- a/PyTorchSimFrontend/mlir/mlir_gemm_template.py +++ b/PyTorchSimFrontend/mlir/mlir_gemm_template.py @@ -299,7 +299,7 @@ def select_tile(self, kernel, M, N, K, n_extra_node, n_extra_read, n_prologue_no TILE_K = tile_info["TILE_K"] else: # case 2: use gemm_combination_mapping min_tile = (n_extra_node + n_prologue_node) == 0 - TILE_M, TILE_N, TILE_K = kernel.gemm_combination_mapping(M, N, K, max(len(n_extra_read)-2, 0), n_prologue_node, min_tile=min_tile) + TILE_M, TILE_N, TILE_K = kernel.gemm_combination_mapping(M, N, K, max(len(n_extra_read)-2, 0), n_prologue_node, min_tile=True) # case 3: use manual tile size if extension_config.CONFIG_MANUAL_TILE_SIZE: TILE_M = extension_config.CONFIG_TILE_M From afd7189e9e933ee8c49c87cf2a8ca460153eb483 Mon Sep 17 00:00:00 2001 From: Yunseon Shin Date: Tue, 14 Oct 2025 12:45:37 +0000 Subject: [PATCH 17/17] [docs] README --- README.md | 356 ++++++++++++++++++++++++++++++++++++++++++++ docs/npu_core.jpg | Bin 0 -> 552467 bytes docs/overview.jpg | Bin 0 -> 1015540 bytes docs/speedup.jpg | Bin 0 -> 466783 bytes docs/validation.jpg | Bin 0 -> 160693 bytes 5 files changed, 356 insertions(+) create mode 100644 README.md create mode 100644 docs/npu_core.jpg create mode 100644 docs/overview.jpg create mode 100644 docs/speedup.jpg create mode 100644 docs/validation.jpg diff --git a/README.md b/README.md new file mode 100644 index 00000000..56b58b28 --- /dev/null +++ b/README.md @@ -0,0 +1,356 @@ +# PyTorchSim: A Comprehensive, Fast, and Accurate NPU Simulation Framework +[![Docker Image CI](https://github.com/PSAL-POSTECH/PyTorchSim/actions/workflows/docker-image.yml/badge.svg)](https://github.com/PSAL-POSTECH/PyTorchSim/actions/workflows/docker-image.yml) + +PyTorchSim is a comprehensive, high-speed, cycle-accurate NPU simulation framework +- We define a RISC-V-based NPU architecture and implement PyTorch compiler backend to run inference & training for PyTorch models +- Achieved high speed and accuracy with our novel Tile-Level Simulation (TLS) with compiler-generated Tile-Operation Graph (TOG), exploiting deterministic tile compute latency +- A generic and extensible NPU architecture based on RISC-V vector extension +- The functional simulator supports code correctness validation and data-dependent timing simulation + + +For more details, please refer to our [paper](https://doi.org/10.1145/3725843.3756045)! + +## Navigation +[Overview](#pytorchsim-framework-overview) | [Model Zoo](#model-zoo) | [Getting Started](#getting-started) + + + +## PyTorchSim Framework Overview +![Overview](/docs/overview.jpg) +PyTorchSim consists of **two main** components: +- **Compiler**: Integrated of [PyTorch2](https://github.com/pytorch/pytorch) compiler stack and generates NPU machine code and TOG for existing PyTorch models. +- **TOGSim**: Executes TOG for high-speed simulation and accurately models shared resources (DRAM, NoC) through integrated cycle-accurate simulators ([BookSim](https://github.com/booksim/booksim2) and [Ramulator2](https://github.com/CMU-SAFARI/ramulator2)). + +PyTorchSim **supports**: +- DNN inference and [training](#training) +- Data-dependent timing modeling (e.g. sparsity) +- [Multi-tenancy](#multi-tenancy) +- [Compiler optimizations](#compiler-optimizations) +- [Mapping](#mapping) + +## Model Zoo +| Model | Source | Status | Note | +|---|:-:|:-:|---| +| ResNet-18 | | ✅ | channel last format | +| ResNet-50 | | ✅ | channel last format | +| BERT | | ✅ | | +| GPT-2 | | ✅ | | +| ViT | | ✅ | | +| Mistral | | ✅ | | +| Diffusion | 🤗 | ✅ | | +| Llama-4 | 🤗 | ⏳ | Under Development | +| DeepSeek v1 | 🤗 | ⏳ | Under Development | + + +## Supported Operations +- GEMM +- Batched GEMM +- Convolution +- Elementwise +- Reduction +- Batchnorm +- Layernorm +- Softmax +- Transpose +- View +- Activation +- Pooling + +## Getting Started +### Quick start with pre-built Docker image + +To download the latest Docker image and set up the environment, use the following commands: + +```bash +# Run the Docker container +docker run -it --ipc=host --name torchsim -w /workspace/PyTorchSim ghcr.io/psal-postech/torchsim-ci:latest bash +``` +### Run Examples +The `tests` directory contains several AI workloads examples. +```bash +python tests/test_matmul.py +``` +The result is stored to `TORCHSIM_DUMP_PATH`/`hash`/backendsim_result/. The log file contains detailed core, memory, and interconnect stats. + +### Run Your Own Model on PyTorchSim +You can run your own PyTorch model on PyTorchSim by setting up a custom NPU device. +This method also applies when you want to simulate models beyond the provided examples. +```python +import torch +from Scheduler.scheduler import ExecutionEngine +# Declare a custom NPU device +device = ExecutionEngine.setup_device().custom_device() + +# Declare you own model (e.g. resnet18 from torchvision) +from torchvision.models import resnet18 +model = resnet50().eval() + +# Move model and input tensors to the custom device +model.to(device) +x.to(device) + +# Compile and run the model with PyTorchSim +compiled_model = torch.compile(dynamic=False)(model) +y = compiled_model(x) +``` +`model` is your PyTorch model to be simulated, and `x` is the input tensor. +PyTorchSim automatically generates a Tile-Operation Graph (TOG), and runs it through the TOGSim backend. + +### Result +Running log in CLI +```bash +Wrapper Codegen Path = /tmp/torchinductor_root/yd/cyda7nhzv5mtakfhfcxtmmhtsv6kg7sza4k6wpkdgk7oxbpvqnlz.py +[Gem5Simulator] cmd> /workspace/gem5/build/RISCV/gem5.opt -r --stdout-file=sto.log -d /tmp/torchinductor/tmp/fy6nnyudtno/m5out /root/workspace/PyTorchSim/gem5_script/script_systolic.py -c /tmp/torchinductor/tmp/fy6nnyudtno/cycle_bin --vlane 128 +[Gem5Simulator] Simulation is still running... +[SpikeSimulator] cmd> spike --isa rv64gcv --varch=vlen:256,elen:64 --vectorlane-size=128 -m0x80000000:0x1900000000,0x2000000000:0x1000000 --scratchpad-base-paddr=137438953472 --scratchpad-base-vaddr=3489660928 --scratchpad-size=131072 --kernel-addr=0000000000010400:10846 --base-path=/tmp/torchinductor/tmp/fy6nnyudtno/runtime_0001 /workspace/riscv-pk/build/pk /tmp/torchinductor/tmp/fy6nnyudtno/validation_binary /tmp/torchinductor/tmp/fy6nnyudtno/runtime_0001/arg0_1/0.raw /tmp/torchinductor/tmp/fy6nnyudtno/runtime_0001/arg1_1/0.raw /tmp/torchinductor/tmp/fy6nnyudtno/runtime_0001/buf0/0.raw +[BackendSimulator] cmd> /root/workspace/PyTorchSim/PyTorchSimBackend/build/bin/Simulator --config /root/workspace/PyTorchSim/PyTorchSimBackend/configs/systolic_ws_128x128_c1_simple_noc_tpuv3.json --models_list /tmp/torchinductor/tmp/fy6nnyudtno/tile_graph.onnx --attributes_list /tmp/torchinductor/tmp/fy6nnyudtno/runtime_0001/attribute/0 +[BackendSimulator] Simulation is still running.. +[BackendSimulator] Simulation of "/tmp/torchinductor/tmp/fy6nnyudtno/tile_graph.onnx" is stored to "/tmp/torchinductor/tmp/fy6nnyudtno/backendsim_result/0" +---------------------------- +|Matmul Forward Test Passed| +---------------------------- +``` + +Simulation consists of three steps + +1. `Gem5Simulator` obatins compute latency for TOG. +2. `SpikeSimulator` verifies the output code. +3. `BackendSimulator` simulates a NPU architecture. + +If you want to turn off the `SpikeSimulator` for fast simulation, you can set as below. +```bash +export TORCHSIM_VALIDATION_MODE=False +``` +Log contains memory & core stats. +```bash +[info] HBM2-CH_0: avg BW utilization 37% (255 reads, 128 writes) +[info] Row hits: 359, Row misses: 26, Row conflicts: 0 +[info] ========= Core stat ========= +[info] Core [0] : Systolic array [0] Utilization(%) 0.00, active cycle 0, idle cycle 1014 +[info] Core [0] : Systolic array [1] Utilization(%) 12.62, active cycle 128, idle cycle 886 +[info] Core [0] : TMA active cycle 3 TMA idle cycle 1011 DRAM BW 182.000 GB/s (6144) +[info] Core [0] : Vector Unit Utilization(%) 4.34, active cycle 44, idle_cycle 0 +[info] Core [0] : Numa hit count : 0, Numa miss count : 0 +[info] Core [0] : Total cycle 1014 +[info] Total execution cycle: 1014 +[info] Simulation time: 0.039296 seconds +``` +The log is dumped in `TORCHSIM_DUMP_PATH` and you can set the path as below. +```bash +export TORCHSIM_DUMP_PATH=/tmp/torchinductor # output file dump path +``` + +## Training +`backward()` automatically generates TOG and executes simulation for backward propagation. If you want to simulate optimizers on NPU units, you can compile the optimizer’s step function. +```python +optimizer = torch.optim.Adam(model.parameters(), lr=0.001) +compiled_step = torch.compile(dynamic=False)(optimizer.step) + +optimizer.zero_grad() +loss.backward() +opt_step() +``` +`tests/test_mlp.py` provides an example of MLP training. + +## Multi-tenancy +Load generator supports multi-tenancy experiments. You can simply run `tests/test_scheduler.py` +```bash +python tests/test_scheduler.py +``` +Below is an example code of multi-tenancy +`target_model1` and `target_model2` is your own PyTorch model. +You can set the request arrival time and request queue index. Request queue is used for scheduling and you can set the number of queue to each core in [TOGSim configuration](#togsim-configuration) +```python +# Init scheduler +scheduler = Scheduler(num_request_queue=2, engine_select=Scheduler.FIFO_ENGINE, backend_config=config) +# Register compiled model +opt_model1 = torch.compile(target_model1.to(device=scheduler.execution_engine.module.custom_device(), memory_format=torch.channels_last)) +opt_model2 = torch.compile(target_model2.to(device=scheduler.execution_engine.module.custom_device())) +SchedulerDNNModel.register_model("resnet18", opt_model1) +SchedulerDNNModel.register_model("bert", opt_model2) + +# Init input data +model_input1 = torch.randn(1, 3, 224, 224) +model_input2 = torch.randn(128, 768) + +# Init request +new_request1 = Request("resnet18", [model_input1], [], request_queue_idx=0) +new_request2 = Request("bert", [model_input2], [], request_queue_idx=1) +new_request3 = Request("resnet18", [model_input1], [], request_queue_idx=0) +new_request4 = Request("bert", [model_input2], [], request_queue_idx=1) + +# Add request to scheduler +scheduler.add_request(new_request1, request_time=0) +scheduler.add_request(new_request2, request_time=0) +scheduler.add_request(new_request3, request_time=0) +scheduler.add_request(new_request4, request_time=0) + +# Run scheduler +while not scheduler.is_finished(): + scheduler.schedule() +``` +## Compiler Optimizations +PyTorchSim compiler supports fusions +- GEMM prologue fusion +- GEMM epilogue fusion +- GEMM reduction fusion +- CONV epilogue fusion + +Depending on tensor shape, use different convolution template +- Single batch optimization +- Multi-channel optimization + +## Mapping +PyTorchSim provids three mapping strategies +### Heuristic-based mapping +We adopt and modified heuristic-based mapping of [GEMMINI](https://github.com/ucb-bar/gemmini) by default, which maximizes the utilization of scratchpad memory. +### Auto-tuning +Heuristic method is not optimal for some cases. PyTorchSim provides auto-tuning to find best mapping for GEMM, CONV, and vector operations. It reduces searching space by sorting of scratchpad memory utilization and pick top-k candiates. Searching parameters are tile shape and vector lane stride. +```bash +export AUTOTUNE=True +``` +### Manunal setting +User can exploit third-party(e.g. Timeloop) mapping. Set the cheatsheet path and write down their own mapping. + +```bash +export CONFIG_GEMM_CHEATSHEET_PATH=validation/gemm_tpuv3_cheatsheet.json +``` +Key: "M_K_N" for GEMM +``` +{ + "512_2048_8192" : { + "TILE_M" : 512, + "TILE_K" : 512, + "TILE_N" : 1024 + }, + "512_2048_2048" : { + "TILE_M" : 512, + "TILE_K" : 512, + "TILE_N" : 1024 + }, + "2048_2048_512" : { + "TILE_M" : 1024, + "TILE_K" : 512, + "TILE_N" : 512 + } +} +``` +If you want to explore specific tile size, set the environment variable as below. +```bash +export TORCHSIM_MANUAL_TILE_SIZE=1 +export TORCHSIM_TILE_M=512 +export TORCHSIM_TILE_N=512 +export TORCHSIM_TILE_K=512 +``` +## Compiler Configuration +`PyTorchSimFrontend/extension_config.py` contains target hardware configuration to compile + +You can configure these options using environment variables. +```bash +export TORCHSIM_VECTOR_LANE=128 # vector lane size +export TORCHSIM_VECTOR_LANE_STRIDE=2 # vector lane stride for DMA +export TORCHSIM_DIR=/workspace/PyTorchSim # home directory + +export BLOCK_SPARSE=0 # If you want to use block sparse workload, turn it on + +# Plan which tensor allocated in TPUv4's CMEM +export SRAM_BUFFER_PLAN_PATH=/workspace/PyTorchSim/tpuv4/gemm_plan.py + +export TORCHSIM_TLS_MODE=1 # User can choose TLS or ILS mode +export TORCHSIM_USE_TIMING_POOLING=0 # use lightweight pooling for timing +``` +## TOGSim Configuration +![NPU_Core](./docs/npu_core.jpg) + +`PyTorchSimBackend/configs` directory contains example NPU configuration files in the JSON format. +``` + "num_cores" : 2, // Number of NPU cores + "core_freq" : 940, // Core's frequency (MHz) + "num_systolic_array_per_core" : 2, // Number of systolic array per core + + "dram_type" : "ramulator2", // DRAM type (ex. ramulator2, simple) + "dram_freq" : 940, // DRAM frequency (MHz) + "dram_channels": 32, // Number of DRAM channels + "dram_req_size": 32, // DRAM request size (B) + "dram_latency" : 10, // DRAM latency (cycle) + "dram_nbl" : 2, // DRAM burst length size + "dram_config_path" : "../configs/ramulator2_configs/HBM2_TPUv3.yaml", // Ramulator2 config file path + + "icnt_type" : "simple", // Interconnect type (ex. booksim, simple) + "icnt_latency" : 7, // Interconnect latency (cycle) + "icnt_freq" : 28000, // Interconnect frequency (MHz) + "icnt_config_path" : "../configs/booksim2_configs/fly_c4_m32.icnt", // Booksim2 config file path + + "precision" : 4, // Element's precision in tensor (Byte) + "scheduler" : "simple", // Scheduler type (Now, only support simple scheduler) + "num_partition" : 2, // Multi-core Partitioning + "partition": { // allocate request queue index + "core_0":0, + "core_1":1 + } +``` +You can set TOGSim config path as below. +```bash +export TORCHSIM_CONFIG=/workspace/PyTorchSim/PyTorchSimBackend/configs/systolic_ws_128x128_c1_simple_noc_tpuv3.json +``` +## Future Works +Currently, PyTorchSim supports PyTorch 2.2. Support for newer versions will be added soon. + +## Artifact Evaluation +Artifact evaluation is being prepared for v1.0.0. +The following scripts reproduce the validation and speedup results from the paper. +### Build +```bash +docker run -it --ipc=host --name torchsim -w /workspace/PyTorchSim ghcr.io/psal-postech/torchsim-ci:v1.0.0 bash +``` + +To generate validation results +```bash +# Run a cycle accuracy script +./experiments/artifact/cycle_validation/run_cycle.sh +``` +To generate speedup results +```bash +# Run a speedup accuracy script +./experiments/artifact/speedup/run_speedup.sh +``` + +## Contributing +We welcome any contributions and issue reports. Contribution guideline will be posted. + +## Citation +If you use PyTorchSim for your research, please cite the following paper. +``` +@INPROCEEDINGS{yang2025pytorchsim, + author={Yang, Wonhyuk and Shin, Yunseon and Woo, Okkyun and Park, Geonwoo and Ham, Hyungkyu and Kang, Jeehoon and Park, Jongse and Kim, Gwangsun}, + title={PyTorchSim: A Comprehensive, Fast, and Accurate NPU Simulation Framework}, + booktitle={2025 58th IEEE/ACM International Symposium on Microarchitecture (MICRO)}, + volume={}, + number={}, + pages={}, + year={2025}, + doi={10.1145/3725843.3756045} +} +``` \ No newline at end of file diff --git a/docs/npu_core.jpg b/docs/npu_core.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4578b596aeae537c372b0477511a3b42a52b0430 GIT binary patch literal 552467 zcmeFa2Ut_xnl`)<5CjovA~h;aL_|@fh(uICL_}0XX;Bdo5D*0^hHOQpBLV_aqZE-E zL5dWKbg|HT3spKKln_Y!7jw>>Ip_7g{xjdqeE&D!{N!?97ltJ4wf0`mbKm!KKP${G z<{-5FtggN;!~z~?SjeQaB+hd6l{k!v9Pjk 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