From df18e7cc37c2b9d405687d1d3df540c5d718c810 Mon Sep 17 00:00:00 2001 From: George Hotz <72895+geohot@users.noreply.github.com> Date: Thu, 5 Dec 2024 11:40:59 +0800 Subject: [PATCH 01/83] accept filename decorator [pr] (#8049) * accept filename decorator [pr] * add test for safe_load * bring old tar tests back --- test/unit/test_disk_tensor.py | 14 ++++++-- test/unit/test_tar.py | 60 ++++++++++++++++++++++++++++++++++- tinygrad/nn/state.py | 16 +++++++--- 3 files changed, 82 insertions(+), 8 deletions(-) diff --git a/test/unit/test_disk_tensor.py b/test/unit/test_disk_tensor.py index 7c1d239f16..14c6dbb62e 100644 --- a/test/unit/test_disk_tensor.py +++ b/test/unit/test_disk_tensor.py @@ -134,15 +134,23 @@ class TestSafetensors(unittest.TestCase): for k in f.keys(): np.testing.assert_array_equal(f.get_tensor(k).numpy(), state_dict[k].numpy()) - def test_huggingface_enet_safetensors(self): - # test a real file - fn = fetch("https://huggingface.co/timm/mobilenetv3_small_075.lamb_in1k/resolve/main/model.safetensors") + def _test_huggingface_enet_safetensors(self, fn): state_dict = safe_load(fn) assert len(state_dict.keys()) == 244 assert 'blocks.2.2.se.conv_reduce.weight' in state_dict assert state_dict['blocks.0.0.bn1.num_batches_tracked'].numpy() == 276570 assert state_dict['blocks.2.0.bn2.num_batches_tracked'].numpy() == 276570 + def test_huggingface_enet_safetensors(self): + # test a real file + fn = fetch("https://huggingface.co/timm/mobilenetv3_small_075.lamb_in1k/resolve/main/model.safetensors") + self._test_huggingface_enet_safetensors(fn) + + def test_huggingface_enet_safetensors_fromurl(self): + # test tensor input + t = Tensor.from_url("https://huggingface.co/timm/mobilenetv3_small_075.lamb_in1k/resolve/main/model.safetensors") + self._test_huggingface_enet_safetensors(t) + def test_metadata(self): metadata = {"hello": "world"} safe_save({}, temp('metadata.safetensors'), metadata) diff --git a/test/unit/test_tar.py b/test/unit/test_tar.py index ecff319425..42f00d1695 100644 --- a/test/unit/test_tar.py +++ b/test/unit/test_tar.py @@ -1,8 +1,66 @@ -import unittest, tarfile, io, os, pathlib +import unittest, tarfile, io, os, pathlib, tempfile import numpy as np from tinygrad import Tensor from tinygrad.nn.state import tar_extract +class TestTarExtractFile(unittest.TestCase): + def setUp(self): + self.test_dir = tempfile.mkdtemp() + self.test_files = { + 'file1.txt': b'Hello, World!', + 'file2.bin': b'\x00\x01\x02\x03\x04', + 'empty_file.txt': b'' + } + self.tar_path = os.path.join(self.test_dir, 'test.tar') + with tarfile.open(self.tar_path, 'w') as tar: + for filename, content in self.test_files.items(): + file_path = os.path.join(self.test_dir, filename) + with open(file_path, 'wb') as f: + f.write(content) + tar.add(file_path, arcname=filename) + + # Create invalid tar file + self.invalid_tar_path = os.path.join(self.test_dir, 'invalid.tar') + with open(self.invalid_tar_path, 'wb') as f: + f.write(b'This is not a valid tar file') + + def tearDown(self): + for filename in self.test_files: + os.remove(os.path.join(self.test_dir, filename)) + os.remove(self.tar_path) + os.remove(self.invalid_tar_path) + os.rmdir(self.test_dir) + + def test_tar_extract_returns_dict(self): + result = tar_extract(self.tar_path) + self.assertIsInstance(result, dict) + + def test_tar_extract_correct_keys(self): + result = tar_extract(self.tar_path) + self.assertEqual(set(result.keys()), set(self.test_files.keys())) + + def test_tar_extract_content_size(self): + result = tar_extract(self.tar_path) + for filename, content in self.test_files.items(): + self.assertEqual(len(result[filename]), len(content)) + + def test_tar_extract_content_values(self): + result = tar_extract(self.tar_path) + for filename, content in self.test_files.items(): + np.testing.assert_array_equal(result[filename].numpy(), np.frombuffer(content, dtype=np.uint8)) + + def test_tar_extract_empty_file(self): + result = tar_extract(self.tar_path) + self.assertEqual(len(result['empty_file.txt']), 0) + + def test_tar_extract_non_existent_file(self): + with self.assertRaises(FileNotFoundError): + tar_extract('non_existent_file.tar') + + def test_tar_extract_invalid_file(self): + with self.assertRaises(tarfile.ReadError): + tar_extract(self.invalid_tar_path) + class TestTarExtractPAX(unittest.TestCase): tar_format = tarfile.PAX_FORMAT max_link_len = 1000_000 diff --git a/tinygrad/nn/state.py b/tinygrad/nn/state.py index dfd7d9d4be..ac9da2ddc6 100644 --- a/tinygrad/nn/state.py +++ b/tinygrad/nn/state.py @@ -1,5 +1,5 @@ import os, json, pathlib, zipfile, pickle, tarfile, struct, functools, io -from typing import Dict, Union, List, Optional, Any, Tuple, Callable, BinaryIO, Iterable +from typing import Dict, Union, List, Optional, Any, Tuple, Callable, BinaryIO, Iterable, TypeVar from tinygrad.tensor import Tensor from tinygrad.dtype import dtypes from tinygrad.helpers import prod, argsort, DEBUG, Timing, CI, unwrap, GlobalCounters, tqdm @@ -35,16 +35,22 @@ safe_dtypes = {"BOOL":dtypes.bool, "I8":dtypes.int8, "U8":dtypes.uint8, "I16":dt "I64":dtypes.int64, "U64":dtypes.uint64, "F16":dtypes.float16, "BF16":dtypes.bfloat16, "F32":dtypes.float32, "F64":dtypes.float64} inverse_safe_dtypes = {v:k for k,v in safe_dtypes.items()} -def safe_load_metadata(fn:Union[Tensor,str]) -> Tuple[Tensor, int, Any]: +R = TypeVar('R') +def accept_filename(func: Callable[[Tensor], R]) -> Callable[[Union[Tensor, str, pathlib.Path]], R]: + @functools.wraps(func) + def wrapper(fn: Union[Tensor, str, pathlib.Path]) -> R: return func(Tensor(pathlib.Path(fn)) if not isinstance(fn, Tensor) else fn) + return wrapper + +@accept_filename +def safe_load_metadata(t:Tensor) -> Tuple[Tensor, int, Any]: """ Loads a .safetensor file from disk, returning the data, metadata length, and metadata. """ - t = fn if isinstance(fn, Tensor) else Tensor.empty(os.stat(fn).st_size, dtype=dtypes.uint8, device=f"disk:{fn}") json_len = t[0:8].bitcast(dtypes.int64).item() assert isinstance(json_len, int) return t, json_len, json.loads(t[8:8+json_len].data().tobytes()) -def safe_load(fn:Union[Tensor,str]) -> Dict[str, Tensor]: +def safe_load(fn:Union[Tensor, str, pathlib.Path]) -> Dict[str, Tensor]: """ Loads a .safetensor file from disk, returning the state_dict. @@ -157,6 +163,7 @@ def load_state_dict(model, state_dict:Dict[str, Tensor], strict=True, verbose=Tr else: v.replace(state_dict[k].to(v.device)).realize() if consume: del state_dict[k] +@accept_filename def tar_extract(t: Tensor) -> Dict[str, Tensor]: """ Extracts files from a tar archive and returns them as dictionary of names (keys) and tensors (values). @@ -287,6 +294,7 @@ def ggml_data_to_tensor(t: Tensor, n: int, ggml_type: int) -> Tensor: return d * (xl.bitwise_or(xh).bitcast(dtypes.int8) - 32).flatten(-2) * scales raise ValueError(f"GGML type '{ggml_type}' is not supported!") +@accept_filename def gguf_load(tensor: Tensor) -> Tuple[Dict, Dict[str, Tensor]]: """ Loads a gguf file from a tensor. From 4a208bfb2803a7d3ec5a427f3b44e5017eccff56 Mon Sep 17 00:00:00 2001 From: George Hotz Date: Thu, 5 Dec 2024 11:42:34 +0800 Subject: [PATCH 02/83] bump download cache version --- .github/workflows/test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index c2c553c9af..25ea069eb4 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,7 +1,7 @@ name: Unit Tests env: # increment this when downloads substantially change to avoid the internet - DOWNLOAD_CACHE_VERSION: '7' + DOWNLOAD_CACHE_VERSION: '8' RUN_PROCESS_REPLAY: 1 GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} PYTHONPATH: . From 83aecbdc7002bb018d1d99f507e94dad69c3da2a Mon Sep 17 00:00:00 2001 From: George Hotz <72895+geohot@users.noreply.github.com> Date: Thu, 5 Dec 2024 11:51:20 +0800 Subject: [PATCH 03/83] do gpuocelot copy manually [pr] (#8050) --- .github/workflows/test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 25ea069eb4..6a0dd78007 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -528,7 +528,7 @@ jobs: if: matrix.backend == 'ptx' || matrix.backend == 'triton' || matrix.backend == 'nv' run: | cd ${{ github.workspace }}/gpuocelot/ocelot/build - sudo ninja install -d explain + sudo cp libgpuocelot.so /usr/lib/libgpuocelot.so - name: Install packages (amd) if: matrix.backend == 'amd' run: | From 20878be2af5e7eb6657d9a376c9724d39e8d3ab2 Mon Sep 17 00:00:00 2001 From: George Hotz Date: Thu, 5 Dec 2024 12:07:38 +0800 Subject: [PATCH 04/83] lower test_gemv_4096_16384 expectations --- test/external/speed_v_theoretical.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/external/speed_v_theoretical.py b/test/external/speed_v_theoretical.py index 041041420b..9f8116aef8 100644 --- a/test/external/speed_v_theoretical.py +++ b/test/external/speed_v_theoretical.py @@ -95,7 +95,7 @@ class TestKernelSpeed(unittest.TestCase): # theoretical is nv_gbs=1008, amd_gbs=960 def test_gemv_16384_4096(self): self._test_matmul(16384, 4096, 1, nv_gbs=840, amd_gbs=750) - def test_gemv_4096_16384(self): self._test_matmul(4096, 16384, 1, nv_gbs=830, amd_gbs=780) + def test_gemv_4096_16384(self): self._test_matmul(4096, 16384, 1, nv_gbs=830, amd_gbs=760) if __name__ == '__main__': unittest.main() From 435a51e10c6123ba5c1a8aa5f73ec3ff4f436ed0 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Wed, 4 Dec 2024 23:22:45 -0500 Subject: [PATCH 05/83] reduce folding simple tests [pr] (#8040) * reduce folding simple tests [pr] * test for view and realized src pattern * realize / buffer behavior --- test/test_const_folding.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) diff --git a/test/test_const_folding.py b/test/test_const_folding.py index 3763e864f6..077bdf4402 100644 --- a/test/test_const_folding.py +++ b/test/test_const_folding.py @@ -158,6 +158,37 @@ class TestReduceOpsConstFolding(unittest.TestCase): _check_ast_count(1, Tensor.ones(4).pad(((1, 1),)).exp().sum()) np.testing.assert_allclose(Tensor.ones(4).pad(((1, 1),)).exp().sum().numpy(), 4 * math.e + 2) + def test_bool_zero_max(self): + _check_ast_count(0, Tensor.full((1, 2), True).shrink(((0, 1), (0, 0))).max((1, 0))) + np.testing.assert_equal(Tensor.full((1, 2), True).shrink(((0, 1), (0, 0))).max((1, 0)).numpy(), False) + + def test_zero_size_ops(self): + for reduceop in [lambda x:x.prod(), lambda x:x.sum()]: # lambda x:x.max() NOTE: numpy gives "reduction operation maximum which has no identity" + _check_ast_count(0, reduceop(Tensor.empty(1, 0))) + np.testing.assert_equal(reduceop(Tensor.empty(shape:=(1, 0))).numpy(), reduceop(np.empty(shape))) + + def test_zero_size_ops_view(self): + for reduceop in [lambda x:x.prod(), lambda x:x.sum()]: + _check_ast_count(0, reduceop(Tensor.empty(1, 0, 4).permute((1, 2, 0)).contiguous())) + np.testing.assert_equal(reduceop(Tensor.empty(shape:=(1, 0))).numpy(), reduceop(np.empty((shape)))) + + def test_zero_size_ops_realized(self): + for reduceop in [lambda x:x.prod(), lambda x:x.sum()]: + _check_ast_count(0, reduceop((Tensor.randn(0, 1)+1).realize())) + np.testing.assert_equal(reduceop((Tensor.randn(shape:=(0, 1))+1).realize()).numpy(), reduceop(np.empty(shape))) + + def test_zero_size_realize_folded(self): + # non contiguous folded output doesn't realize + _check_ast_count(0, Tensor.empty(1, 0).sum()) + # contiguous folded const can still schedule + a = Tensor.empty(1, 0).sum().contiguous() + _check_ast_count(2, a+2) + self.assertIsNotNone(a.lazydata.realized) + np.testing.assert_equal((Tensor.empty(1, 0).sum().contiguous()+2).numpy(), 2) + # otherwise we just fuse it + _check_ast_count(1, (Tensor.empty(1, 0).sum()+2).contiguous()) + np.testing.assert_equal((Tensor.empty(1, 0).sum()+2).numpy(), 2) + def test_const_prod(self): _check_ast_count(0, Tensor.full((2, 3), fill_value=2).prod()) np.testing.assert_equal(Tensor.full((2, 3), fill_value=2).prod().numpy(), 2**(2*3)) From ff9a89f7147be2c67ae0af9232ffc6a89977e3a8 Mon Sep 17 00:00:00 2001 From: Ahmed Harmouche Date: Thu, 5 Dec 2024 10:38:05 +0100 Subject: [PATCH 06/83] Proper dtypes for input/output of exported WebGPU model (#8053) * Respect input/output dtypes in exported WebGPU model * Add some comments about skipped dtypes --- .github/workflows/test.yml | 2 +- extra/export_model.py | 8 ++++++-- test/testextra/test_export_model.py | 17 +++++++++++++++++ 3 files changed, 24 insertions(+), 3 deletions(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 6a0dd78007..97440fa738 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -387,7 +387,7 @@ jobs: WEBGPU=1 WGPU_BACKEND_TYPE=Vulkan python3 -m pytest -n=auto test/test_assign.py test/test_arange.py test/test_const_folding.py test/test_dtype.py \ test/test_dtype_alu.py test/test_conv.py test/test_conv_shapetracker.py test/test_nn.py test/test_ops.py test/test_optim.py \ test/test_jit.py test/test_randomness.py test/test_symbolic_ops.py test/test_symbolic_jit.py test/test_uops_stats.py test/test_uops.py \ - --durations=20 + test/testextra/test_export_model.py --durations=20 - name: Run process replay tests run: | export PR_TITLE=$(jq -r .pull_request.title "$GITHUB_EVENT_PATH") diff --git a/extra/export_model.py b/extra/export_model.py index c8a362f693..ac3c679333 100644 --- a/extra/export_model.py +++ b/extra/export_model.py @@ -80,6 +80,8 @@ def export_model_clang(functions:Dict[str,str], statements:Dict[str,Tuple[str,in return '\n'.join(cprog) def export_model_webgpu(functions, statements, bufs, bufs_to_save, weight_names, input_names, output_names) -> Tuple[str,int,int]: + def dtype_to_js_type(dtype: DType) -> str: + return "Uint32Array" if dtype in dtypes.uints else "Int32Array" if (dtype in dtypes.ints or dtype == dtypes.bool) else "Float32Array" kernel_code = '\n\n'.join([f"const {key} = `{code.replace(key, 'main')}`;" for key, code in functions.items()]) kernel_names = ', '.join([name for (name, _args, _global_size, _local_size) in statements]) create_bind_group_layouts = ",".join([ @@ -92,10 +94,12 @@ def export_model_webgpu(functions, statements, bufs, bufs_to_save, weight_names, kernel_calls = '\n '.join([f"addComputePass(device, commandEncoder, pipelines[{i}], layouts[{i}], infinityBuf, [{', '.join(args)}], {global_size});" for i, (_name, args, global_size, _local_size) in enumerate(statements) ]) _bufs = '\n '.join([f"const {name} = " + (f"createEmptyBuf(device, {size});" if _key not in weight_names else f"createWeightBuf(device, {size}, getTensorBuffer(safetensor, metadata['{weight_names[_key]}']))") + ";" for name,(size,dtype,_key) in bufs.items()]) gpu_write_bufs = '\n '.join([f"const gpuWriteBuffer{i} = device.createBuffer({{size:{input_name}.size, usage: GPUBufferUsage.COPY_SRC | GPUBufferUsage.MAP_WRITE }});" for i,input_name in enumerate(input_names)]) - input_writers = '\n '.join([f"await gpuWriteBuffer{i}.mapAsync(GPUMapMode.WRITE);\n new Float32Array(gpuWriteBuffer{i}.getMappedRange()).set(" + f'_{inp_name});' + f"\n gpuWriteBuffer{i}.unmap();\n commandEncoder.copyBufferToBuffer(gpuWriteBuffer{i}, 0, {inp_name}, 0, gpuWriteBuffer{i}.size);" for i,inp_name in enumerate(input_names)]) + input_buffer_types = [dtype_to_js_type(bufs[inp_name][1]) for inp_name in input_names] + output_buffer_types = [dtype_to_js_type(bufs[out_name][1]) for out_name in output_names] + input_writers = '\n '.join([f"await gpuWriteBuffer{i}.mapAsync(GPUMapMode.WRITE);\n new {input_buffer_types[i]}(gpuWriteBuffer{i}.getMappedRange()).set(" + f'_{inp_name});' + f"\n gpuWriteBuffer{i}.unmap();\n commandEncoder.copyBufferToBuffer(gpuWriteBuffer{i}, 0, {inp_name}, 0, gpuWriteBuffer{i}.size);" for i,inp_name in enumerate(input_names)]) gpu_read_bufs = '\n '.join([f"const gpuReadBuffer{i} = device.createBuffer({{size:{output_name}.size, usage: GPUBufferUsage.COPY_DST | GPUBufferUsage.MAP_READ }});" for i,output_name in enumerate(output_names)]) outbuf_copies = '\n '.join([f"commandEncoder.copyBufferToBuffer({output_name}, 0, gpuReadBuffer{i}, 0, output{i}.size);" for i,output_name in enumerate(output_names)]) - output_readers = '\n '.join([f"await gpuReadBuffer{i}.mapAsync(GPUMapMode.READ);\n const resultBuffer{i} = new Float32Array(gpuReadBuffer{i}.size/4);\n resultBuffer{i}.set(new Float32Array(gpuReadBuffer{i}.getMappedRange()));\n gpuReadBuffer{i}.unmap();" for i in range(len(output_names))]) + output_readers = '\n '.join([f"await gpuReadBuffer{i}.mapAsync(GPUMapMode.READ);\n const resultBuffer{i} = new {output_buffer_types[i]}(gpuReadBuffer{i}.size/4);\n resultBuffer{i}.set(new {output_buffer_types[i]}(gpuReadBuffer{i}.getMappedRange()));\n gpuReadBuffer{i}.unmap();" for i in range(len(output_names))]) output_return = '[{}]'.format(",".join([f'resultBuffer{i}' for i in range(len(output_names))])) return f""" {web_utils["getTensorBuffer"]} diff --git a/test/testextra/test_export_model.py b/test/testextra/test_export_model.py index a41f16a24e..466f96b1ff 100644 --- a/test/testextra/test_export_model.py +++ b/test/testextra/test_export_model.py @@ -1,6 +1,7 @@ import unittest from extra.export_model import export_model, EXPORT_SUPPORTED_DEVICE from tinygrad.tensor import Tensor, Device +from tinygrad import dtypes import json class MockMultiInputModel: @@ -45,6 +46,22 @@ class TextModelExport(unittest.TestCase): for i, exported_output in enumerate(prg["outputs"]): assert outputs[i].dtype.name == exported_output["dtype"], f"Model and exported output dtype don't match: mdl={outputs[i].dtype.name}, prg={exported_output['dtype']}" # noqa: E501 +@unittest.skipUnless(Device.DEFAULT == "WEBGPU", "Testing WebGPU specific model export behavior") +class TextModelExportWebGPU(unittest.TestCase): + def test_exported_input_output_dtypes(self): + class MyModel: + def forward(self, *inputs): return tuple([inp+2 for inp in inputs]) + model = MyModel() + # [:-1] because "ulong" and "long" is not supported + inputs = [Tensor.randn(2, dtype=dt) for dt in dtypes.uints[:-1] + dtypes.sints[:-1] + (dtypes.bool, dtypes.float)] + prg, _, _, _ = export_model(model, "webgpu", *inputs) + expected_buffer_types = ["Uint"]*len(dtypes.uints[:-1]) + ["Int"]*len(dtypes.sints[:-1]) + ["Int", "Float"] + for i, expected_buffer_type in enumerate(expected_buffer_types): + # test input buffers + self.assertIn(f"new {expected_buffer_type}32Array(gpuWriteBuffer{i}.getMappedRange()).set(_input{i});", prg) + # test output buffers + self.assertIn(f"const resultBuffer{i} = new {expected_buffer_type}32Array(gpuReadBuffer{i}.size/4);", prg) + self.assertIn(f"resultBuffer{i}.set(new {expected_buffer_type}32Array(gpuReadBuffer{i}.getMappedRange()));", prg) if __name__ == '__main__': unittest.main() From 807160089731aa154ffea5a8ca26d0436245e40e Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Thu, 5 Dec 2024 15:22:03 +0300 Subject: [PATCH 07/83] nv one _gpu_alloc (#8055) --- tinygrad/runtime/ops_nv.py | 77 ++++++++++++++++++-------------------- 1 file changed, 36 insertions(+), 41 deletions(-) diff --git a/tinygrad/runtime/ops_nv.py b/tinygrad/runtime/ops_nv.py index d0bd13b26b..946d263148 100644 --- a/tinygrad/runtime/ops_nv.py +++ b/tinygrad/runtime/ops_nv.py @@ -267,8 +267,8 @@ class NVProgram(HCQProgram): class NVAllocator(HCQAllocator['NVDevice']): def _alloc(self, size:int, options:BufferSpec) -> HCQBuffer: - if options.host: return self.dev._gpu_host_alloc(size, tag="user host memory") - return self.dev._gpu_alloc(size, map_to_cpu=options.cpu_access, huge_page=(size > (16 << 20)), tag=f"user memory ({options})") + if options.host: return self.dev._gpu_alloc(size, host=True, tag="user host memory") + return self.dev._gpu_alloc(size, cpu_access=options.cpu_access, tag=f"user memory ({options})") def _free(self, opaque, options:BufferSpec): self.dev.synchronize() @@ -311,48 +311,43 @@ class NVDevice(HCQCompiled[NVSignal]): os.close(fd_dev) return res - def _gpu_alloc(self, size:int, contig=False, huge_page=False, va_addr=None, map_to_cpu=False, map_flags=0, tag=""): - size = round_up(size, align:=((2 << 20) if huge_page else (4 << 10))) - alloc_params = nv_gpu.NV_MEMORY_ALLOCATION_PARAMS(owner=self.root, alignment=align, offset=0, limit=size-1, format=6, size=size, - attr=(((nv_gpu.NVOS32_ATTR_PAGE_SIZE_HUGE << 23) if huge_page else 0) | - ((nv_gpu.NVOS32_ATTR_PHYSICALITY_CONTIGUOUS if contig else nv_gpu.NVOS32_ATTR_PHYSICALITY_ALLOW_NONCONTIGUOUS) << 27)), - attr2=((nv_gpu.NVOS32_ATTR2_ZBC_PREFER_NO_ZBC << 0) | (nv_gpu.NVOS32_ATTR2_GPU_CACHEABLE_YES << 2) | - ((nv_gpu.NVOS32_ATTR2_PAGE_SIZE_HUGE_2MB << 20) if huge_page else 0)), - flags=(nv_gpu.NVOS32_ALLOC_FLAGS_ALIGNMENT_FORCE | nv_gpu.NVOS32_ALLOC_FLAGS_PERSISTENT_VIDMEM | nv_gpu.NVOS32_ALLOC_FLAGS_MAP_NOT_REQUIRED | - nv_gpu.NVOS32_ALLOC_FLAGS_IGNORE_BANK_PLACEMENT | nv_gpu.NVOS32_ALLOC_FLAGS_MEMORY_HANDLE_PROVIDED)) - mem_handle = rm_alloc(self.fd_ctl, nv_gpu.NV1_MEMORY_USER, self.root, self.nvdevice, alloc_params).hObjectNew + def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False, contiguous=False, map_flags=0, tag=""): + # Uncached memory is "system". Use huge pages only for gpu memory. + page_size = (4 << 10) if uncached or host else ((2 << 20) if size >= (8 << 20) else (4 << 10)) + size = round_up(size, page_size) + va_addr = self._alloc_gpu_vaddr(size, alignment=page_size, force_low=cpu_access) - if va_addr is None: va_addr = self._alloc_gpu_vaddr(size, alignment=align, force_low=map_to_cpu) - if map_to_cpu: va_addr = self._gpu_map_to_cpu(mem_handle, size, target=va_addr, flags=map_flags) - return self._gpu_uvm_map(va_addr, size, mem_handle, has_cpu_mapping=map_to_cpu, tag=tag) + if host: + va_addr = libc.mmap(va_addr, size, mmap.PROT_READ | mmap.PROT_WRITE, MAP_FIXED | mmap.MAP_SHARED | mmap.MAP_ANONYMOUS, -1, 0) - def _gpu_system_alloc(self, size:int, va_addr=None, map_to_cpu=False, map_flags=0, tag=""): - alloc_params = nv_gpu.NV_MEMORY_ALLOCATION_PARAMS(owner=self.root, type=13, - attr=(nv_gpu.NVOS32_ATTR_PHYSICALITY_ALLOW_NONCONTIGUOUS << 27) | (nv_gpu.NVOS32_ATTR_LOCATION_PCI << 25), - attr2=(nv_gpu.NVOS32_ATTR2_ZBC_PREFER_NO_ZBC << 0) | (nv_gpu.NVOS32_ATTR2_GPU_CACHEABLE_NO << 2), - flags=(nv_gpu.NVOS32_ALLOC_FLAGS_IGNORE_BANK_PLACEMENT | nv_gpu.NVOS32_ALLOC_FLAGS_MEMORY_HANDLE_PROVIDED | - nv_gpu.NVOS32_ALLOC_FLAGS_MAP_NOT_REQUIRED), format=6, size=size, alignment=(4<<10), offset=0, limit=size-1) - mem_handle = rm_alloc(self.fd_ctl, nv_gpu.NV1_MEMORY_SYSTEM, self.root, self.nvdevice, alloc_params).hObjectNew + flags = (nv_gpu.NVOS02_FLAGS_PHYSICALITY_NONCONTIGUOUS << 4) | (nv_gpu.NVOS02_FLAGS_COHERENCY_CACHED << 12) \ + | (nv_gpu.NVOS02_FLAGS_MAPPING_NO_MAP << 30) - if va_addr is None: va_addr = self._alloc_gpu_vaddr(size, force_low=True) - if map_to_cpu: va_addr = self._gpu_map_to_cpu(mem_handle, size, target=va_addr, flags=map_flags, system=True) + NVDevice.host_object_enumerator += 1 + made = nv_gpu.nv_ioctl_nvos02_parameters_with_fd(params=nv_gpu.NVOS02_PARAMETERS(hRoot=self.root, hObjectParent=self.nvdevice, flags=flags, + hObjectNew=NVDevice.host_object_enumerator, hClass=nv_gpu.NV01_MEMORY_SYSTEM_OS_DESCRIPTOR, pMemory=va_addr, limit=size-1), fd=-1) + nv_iowr(self.fd_dev, nv_gpu.NV_ESC_RM_ALLOC_MEMORY, made) - return self._gpu_uvm_map(va_addr, size, mem_handle, has_cpu_mapping=map_to_cpu, tag=tag) + if made.params.status != 0: raise RuntimeError(f"host alloc returned {get_error_str(made.params.status)}") + mem_handle = made.params.hObjectNew + else: + attr = ((nv_gpu.NVOS32_ATTR_PHYSICALITY_CONTIGUOUS if contiguous else nv_gpu.NVOS32_ATTR_PHYSICALITY_ALLOW_NONCONTIGUOUS) << 27) \ + | (nv_gpu.NVOS32_ATTR_PAGE_SIZE_HUGE if page_size > 0x1000 else 0) << 23 | ((nv_gpu.NVOS32_ATTR_LOCATION_PCI if uncached else 0) << 25) - def _gpu_host_alloc(self, size, tag=""): - va_base = self._alloc_gpu_vaddr(aligned_sz:=round_up(size, 4 << 10)) - mapped_addr = libc.mmap(va_base, aligned_sz, mmap.PROT_READ|mmap.PROT_WRITE, MAP_FIXED|mmap.MAP_SHARED|mmap.MAP_ANONYMOUS, -1, 0) - assert mapped_addr == va_base, f"Not mmaped at correct address {va_base=} != {mapped_addr=}" + attr2 = ((nv_gpu.NVOS32_ATTR2_GPU_CACHEABLE_NO if uncached else nv_gpu.NVOS32_ATTR2_GPU_CACHEABLE_YES) << 2) \ + | ((nv_gpu.NVOS32_ATTR2_PAGE_SIZE_HUGE_2MB if page_size > 0x1000 else 0) << 20) | nv_gpu.NVOS32_ATTR2_ZBC_PREFER_NO_ZBC - NVDevice.host_object_enumerator += 1 - flags = ((nv_gpu.NVOS02_FLAGS_PHYSICALITY_NONCONTIGUOUS << 4) | (nv_gpu.NVOS02_FLAGS_COHERENCY_CACHED << 12) | - (nv_gpu.NVOS02_FLAGS_MAPPING_NO_MAP << 30)) - made = nv_gpu.nv_ioctl_nvos02_parameters_with_fd(params=nv_gpu.NVOS02_PARAMETERS(hRoot=self.root, hObjectParent=self.nvdevice, flags=flags, - hObjectNew=NVDevice.host_object_enumerator, hClass=nv_gpu.NV01_MEMORY_SYSTEM_OS_DESCRIPTOR, pMemory=va_base, limit=aligned_sz-1), fd=-1) - nv_iowr(self.fd_dev, nv_gpu.NV_ESC_RM_ALLOC_MEMORY, made) + fl = nv_gpu.NVOS32_ALLOC_FLAGS_MAP_NOT_REQUIRED | nv_gpu.NVOS32_ALLOC_FLAGS_MEMORY_HANDLE_PROVIDED | nv_gpu.NVOS32_ALLOC_FLAGS_ALIGNMENT_FORCE \ + | nv_gpu.NVOS32_ALLOC_FLAGS_IGNORE_BANK_PLACEMENT | (nv_gpu.NVOS32_ALLOC_FLAGS_PERSISTENT_VIDMEM if not uncached else 0) - if made.params.status != 0: raise RuntimeError(f"_map_to_gpu returned {get_error_str(made.params.status)}") - return self._gpu_uvm_map(va_base, aligned_sz, made.params.hObjectNew, has_cpu_mapping=True, tag=tag) + alloc_func = nv_gpu.NV1_MEMORY_SYSTEM if uncached else nv_gpu.NV1_MEMORY_USER + alloc_params = nv_gpu.NV_MEMORY_ALLOCATION_PARAMS(owner=self.root, alignment=page_size, offset=0, limit=size-1, format=6, size=size, + type=nv_gpu.NVOS32_TYPE_NOTIFIER if uncached else nv_gpu.NVOS32_TYPE_IMAGE, attr=attr, attr2=attr2, flags=fl) + mem_handle = rm_alloc(self.fd_ctl, alloc_func, self.root, self.nvdevice, alloc_params).hObjectNew + + if cpu_access: va_addr = self._gpu_map_to_cpu(mem_handle, size, target=va_addr, flags=map_flags, system=uncached) + + return self._gpu_uvm_map(va_addr, size, mem_handle, has_cpu_mapping=cpu_access or host, tag=tag) def _gpu_free(self, mem): if mem.hMemory > NVDevice.host_object_enumerator: # not a host object, clear phys mem. @@ -441,14 +436,14 @@ class NVDevice(HCQCompiled[NVSignal]): except RuntimeError as e: raise RuntimeError(str(e) + f". Make sure GPUs #{self.gpu_minor} & #{dev.gpu_minor} have P2P enabled between.") from e if NVDevice.signals_page is None: - NVDevice.signals_page = self._gpu_system_alloc(16 * 65536, map_to_cpu=True) + NVDevice.signals_page = self._gpu_alloc(16 * 65536, cpu_access=True, uncached=True) NVDevice.signals_pool = [self.signals_page.va_addr + off for off in range(0, NVDevice.signals_page.size, 16)] else: self._gpu_map(NVDevice.signals_page) channel_params = nv_gpu.NV_CHANNEL_GROUP_ALLOCATION_PARAMETERS(engineType=nv_gpu.NV2080_ENGINE_TYPE_GRAPHICS) channel_group = rm_alloc(self.fd_ctl, nv_gpu.KEPLER_CHANNEL_GROUP_A, self.root, self.nvdevice, channel_params).hObjectNew - gpfifo_area = self._gpu_alloc(0x200000, contig=True, huge_page=True, map_to_cpu=True, map_flags=0x10d0000, tag="gpfifo") + gpfifo_area = self._gpu_alloc(0x200000, contiguous=True, cpu_access=True, map_flags=0x10d0000, tag="gpfifo") ctxshare_params = nv_gpu.NV_CTXSHARE_ALLOCATION_PARAMETERS(hVASpace=vaspace, flags=nv_gpu.NV_CTXSHARE_ALLOCATION_FLAGS_SUBCONTEXT_ASYNC) ctxshare = rm_alloc(self.fd_ctl, nv_gpu.FERMI_CONTEXT_SHARE_A, self.root, channel_group, ctxshare_params).hObjectNew @@ -458,7 +453,7 @@ class NVDevice(HCQCompiled[NVSignal]): rmctrl.gpfifo_schedule(self.fd_ctl, self.root, channel_group, bEnable=1) - self.cmdq_page: nv_gpu.UVM_MAP_EXTERNAL_ALLOCATION_PARAMS = self._gpu_alloc(0x200000, map_to_cpu=True, huge_page=True, tag="cmdq") + self.cmdq_page: nv_gpu.UVM_MAP_EXTERNAL_ALLOCATION_PARAMS = self._gpu_alloc(0x200000, cpu_access=True, tag="cmdq") self.cmdq: memoryview = to_mv(self.cmdq_page.va_addr, 0x200000).cast("I") self.cmdq_wptr: int = 0 # in bytes @@ -473,7 +468,7 @@ class NVDevice(HCQCompiled[NVSignal]): self._setup_gpfifos() def _new_gpu_fifo(self, gpfifo_area, ctxshare, channel_group, offset=0, entries=0x400, enable_debug=False) -> GPFifo: - notifier = self._gpu_system_alloc(48 << 20) + notifier = self._gpu_alloc(48 << 20, uncached=True) params = nv_gpu.NV_CHANNELGPFIFO_ALLOCATION_PARAMETERS(hObjectError=notifier.hMemory, hObjectBuffer=gpfifo_area.hMemory, gpFifoOffset=gpfifo_area.va_addr+offset, gpFifoEntries=entries, hContextShare=ctxshare, hUserdMemory=(ctypes.c_uint32*8)(gpfifo_area.hMemory), userdOffset=(ctypes.c_uint64*8)(entries*8+offset)) From 78c01a5c2ba1a7004b0f2aed5950ac7b250ea7b7 Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Thu, 5 Dec 2024 15:50:23 +0300 Subject: [PATCH 08/83] amd general _gpu_alloc (#8056) * amd general _gpu_alloc * hmm * ops --- tinygrad/runtime/ops_amd.py | 50 +++++++++++++++++++------------------ 1 file changed, 26 insertions(+), 24 deletions(-) diff --git a/tinygrad/runtime/ops_amd.py b/tinygrad/runtime/ops_amd.py index ed86173ef4..a10fb38f9f 100644 --- a/tinygrad/runtime/ops_amd.py +++ b/tinygrad/runtime/ops_amd.py @@ -262,9 +262,9 @@ class AMDAllocator(HCQAllocator['AMDDevice']): def __init__(self, dev:AMDDevice): super().__init__(dev, batch_size=SDMA_MAX_COPY_SIZE) def _alloc(self, size:int, options:BufferSpec) -> HCQBuffer: - if options.host: return self.dev._gpu_alloc(size, kfd.KFD_IOC_ALLOC_MEM_FLAGS_USERPTR, public=True) - if options.cpu_access and options.uncached: return self.dev._gpu_alloc(size, kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT, uncached=True) - return self.dev._gpu_alloc(size, kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM, public=options.cpu_access) + if options.host: return self.dev._gpu_alloc(size, host=True) + if options.cpu_access and options.uncached: return self.dev._gpu_alloc(size, uncached=True) + return self.dev._gpu_alloc(size, cpu_access=options.cpu_access) def _free(self, opaque, options:BufferSpec): self.dev.synchronize() @@ -297,28 +297,31 @@ class AMDDevice(HCQCompiled): n_devices=len(mem.mapped_gpu_ids)) assert stm.n_success == len(mem.mapped_gpu_ids) - def _gpu_alloc(self, size:int, flags:int, uncached=False, public=False, map_to_gpu=True): - flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_WRITABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_EXECUTABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_NO_SUBSTITUTE - if uncached: flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_COHERENT | kfd.KFD_IOC_ALLOC_MEM_FLAGS_UNCACHED - if public: flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_PUBLIC - if flags & kfd.KFD_IOC_ALLOC_MEM_FLAGS_USERPTR: - buf = addr = libc.mmap(0, size, mmap.PROT_READ|mmap.PROT_WRITE, mmap.MAP_SHARED|mmap.MAP_ANONYMOUS, -1, 0) - else: - buf, addr = 0, libc.mmap(0, size, 0, mmap.MAP_PRIVATE|mmap.MAP_ANONYMOUS|MAP_NORESERVE, -1, 0) + def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False): + flags = kfd.KFD_IOC_ALLOC_MEM_FLAGS_WRITABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_EXECUTABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_NO_SUBSTITUTE + + if uncached: flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_COHERENT | kfd.KFD_IOC_ALLOC_MEM_FLAGS_UNCACHED | kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT + else: flags |= (kfd.KFD_IOC_ALLOC_MEM_FLAGS_USERPTR if host else kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) + + if cpu_access or host: flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_PUBLIC + + if host: buf = addr = libc.mmap(0, size, mmap.PROT_READ | mmap.PROT_WRITE, mmap.MAP_SHARED | mmap.MAP_ANONYMOUS, -1, 0) + else: buf, addr = 0, libc.mmap(0, size, 0, mmap.MAP_PRIVATE | mmap.MAP_ANONYMOUS | MAP_NORESERVE, -1, 0) assert addr != 0xffffffffffffffff try: mem = kfd.AMDKFD_IOC_ALLOC_MEMORY_OF_GPU(self.kfd, va_addr=addr, size=size, base=addr, length=size, gpu_id=self.gpu_id, - flags=flags, mmap_offset=buf) + flags=flags, mmap_offset=buf, cpu_addr=addr) except OSError as e: - if e.errno == errno.EINVAL and (flags & kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) and public: + if e.errno == errno.EINVAL and (flags & kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) and cpu_access: raise MemoryError("Cannot allocate host-visible VRAM. Ensure the resizable BAR option is enabled on your system.") from e if e.errno == errno.ENOMEM: raise MemoryError("Cannot allocate memory: no memory is available.") from e raise - if not (flags & kfd.KFD_IOC_ALLOC_MEM_FLAGS_USERPTR): - buf = libc.mmap(mem.va_addr, mem.size, mmap.PROT_READ|mmap.PROT_WRITE, mmap.MAP_SHARED|MAP_FIXED, self.drm_fd, mem.mmap_offset) + if not host: + buf = libc.mmap(mem.va_addr, mem.size, mmap.PROT_READ | mmap.PROT_WRITE, mmap.MAP_SHARED | MAP_FIXED, self.drm_fd, mem.mmap_offset) assert addr == buf == mem.va_addr - if map_to_gpu: self._gpu_map(mem) + + self._gpu_map(mem) return mem def _gpu_free(self, mem): @@ -350,8 +353,8 @@ class AMDDevice(HCQCompiled): kfd.AMDKFD_IOC_ACQUIRE_VM(AMDDevice.kfd, drm_fd=self.drm_fd, gpu_id=self.gpu_id) if AMDDevice.event_page is None: - AMDDevice.signals_page = self._gpu_alloc(16 * 65536, kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT, uncached=True) - AMDDevice.event_page = self._gpu_alloc(0x8000, kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT, uncached=True) + AMDDevice.signals_page = self._gpu_alloc(16 * 65536, uncached=True) + AMDDevice.event_page = self._gpu_alloc(0x8000, uncached=True) AMDDevice.signals_pool = [self.signals_page.va_addr + off for off in range(0, AMDDevice.signals_page.size, 16)] kfd.AMDKFD_IOC_CREATE_EVENT(AMDDevice.kfd, event_page_offset=AMDDevice.event_page.handle) else: @@ -365,7 +368,7 @@ class AMDDevice(HCQCompiled): # =gfx11 requires 256 wave_scratch_len = round_up(((max_wave_id + 1) * self.max_private_segment_size), 256 if self.target >= 110000 else 1024) self.scratch_len = (max_cu_id + 1) * self.properties['max_slots_scratch_cu'] * wave_scratch_len - self.scratch = self._gpu_alloc(self.scratch_len, kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) + self.scratch = self._gpu_alloc(self.scratch_len) self.has_scratch_base_registers = self.target >= 110000 engines = self.properties['array_count'] // self.properties['simd_arrays_per_engine'] waves = wave_scratch_len // (256 if self.target >= 110000 else 1024) @@ -396,11 +399,10 @@ class AMDDevice(HCQCompiled): AMDSignal, AMDComputeQueue, AMDCopyQueue) def _alloc_queue(self, queue_type, ring_size, ctx_save_restore_size=None, eop_buffer_size=None, ctl_stack_size=0) -> AMDQueueDesc: - gart = self._gpu_alloc(0x1000, kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT, uncached=True) - ring = self._gpu_alloc(ring_size, kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT, uncached=True) - cwsr_ctx = self._gpu_alloc(round_up(ctx_save_restore_size + self.debug_memory_size, mmap.PAGESIZE), - kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) if ctx_save_restore_size else None - eop_buffer = self._gpu_alloc(eop_buffer_size, kfd.KFD_IOC_ALLOC_MEM_FLAGS_VRAM) if eop_buffer_size else None + gart = self._gpu_alloc(0x1000, uncached=True) + ring = self._gpu_alloc(ring_size, uncached=True) + cwsr_ctx = self._gpu_alloc(round_up(ctx_save_restore_size + self.debug_memory_size, mmap.PAGESIZE)) if ctx_save_restore_size else None + eop_buffer = self._gpu_alloc(eop_buffer_size) if eop_buffer_size else None queue = kfd.AMDKFD_IOC_CREATE_QUEUE(AMDDevice.kfd, ring_base_address=ring.va_addr, ring_size=ring.size, gpu_id=self.gpu_id, queue_type=queue_type, queue_percentage=kfd.KFD_MAX_QUEUE_PERCENTAGE, queue_priority=kfd.KFD_MAX_QUEUE_PRIORITY, eop_buffer_address=eop_buffer.va_addr if eop_buffer else 0, eop_buffer_size=eop_buffer.size if eop_buffer else 0, ctl_stack_size=ctl_stack_size, From c6f5bb03fad5989a057bb5a2cebbd365e4aeb835 Mon Sep 17 00:00:00 2001 From: Ahmed Harmouche Date: Thu, 5 Dec 2024 16:23:45 +0100 Subject: [PATCH 09/83] YoloV8 WebGPU fixes (#8057) * Bump up input size to 416, show if webgpu is not supported * Minor fix in export_model --- examples/webgpu/yolov8/compile.py | 2 +- examples/webgpu/yolov8/index.html | 15 +++++++++++---- extra/export_model.py | 2 +- 3 files changed, 13 insertions(+), 6 deletions(-) diff --git a/examples/webgpu/yolov8/compile.py b/examples/webgpu/yolov8/compile.py index 32097dd9cd..a5f9d2bc5c 100644 --- a/examples/webgpu/yolov8/compile.py +++ b/examples/webgpu/yolov8/compile.py @@ -12,7 +12,7 @@ if __name__ == "__main__": yolo_infer = YOLOv8(w=0.25, r=2.0, d=0.33, num_classes=80) state_dict = safe_load(get_weights_location(yolo_variant)) load_state_dict(yolo_infer, state_dict) - prg, inp_sizes, out_sizes, state = export_model(yolo_infer, Device.DEFAULT.lower(), Tensor.randn(1,3,256,256)) + prg, inp_sizes, out_sizes, state = export_model(yolo_infer, Device.DEFAULT.lower(), Tensor.randn(1,3,416,416)) dirname = Path(__file__).parent safe_save(state, (dirname / "net.safetensors").as_posix()) with open(dirname / f"net.js", "w") as text_file: diff --git a/examples/webgpu/yolov8/index.html b/examples/webgpu/yolov8/index.html index e5daf83b11..39d8231d0f 100644 --- a/examples/webgpu/yolov8/index.html +++ b/examples/webgpu/yolov8/index.html @@ -95,6 +95,7 @@

YOLOv8 tinygrad WebGPU

+
@@ -107,7 +108,7 @@
+ @@ -61,7 +61,7 @@ canvas { display: none; } const getLabels = async () => (await fetch("https://raw.githubusercontent.com/anishathalye/imagenet-simple-labels/master/imagenet-simple-labels.json")).json(); - const getSavetensorBuffer = async () => new Uint8Array(await (await fetch("./net.safetensors")).arrayBuffer()); + const getSavetensorBuffer = async () => new Uint8Array(await (await fetch("../../net.safetensors")).arrayBuffer()); const reorderChannelsAndRemoveAlpha = (data) => { const out = []; diff --git a/test/web/test_webgpu.js b/test/web/test_webgpu.js index eb32a217cc..1c953da8ae 100644 --- a/test/web/test_webgpu.js +++ b/test/web/test_webgpu.js @@ -47,7 +47,7 @@ async function runTest() { console.log(`error from page ${message}`), ); - const res = await page.goto("http://localhost:8000/examples/index.html"); + const res = await page.goto("http://localhost:8000/examples/webgpu/efficientnet/index.html"); if (res.status() !== 200) throw new Error("Failed to load page"); const textSelector = await page.waitForSelector("#result"); From 0b7c44677d46e77624c1405fe21587e2a9737e4d Mon Sep 17 00:00:00 2001 From: geohotstan <135171913+geohotstan@users.noreply.github.com> Date: Fri, 6 Dec 2024 23:25:03 +0800 Subject: [PATCH 41/83] Fix uint8 cast underflow (#6305) * hacky fix for cast * only float to uint8 * limit to float -> uint8 * touchup alu cast test * improve tests and support more float to unsigned casts * del one repeated test * del 1 more repeated test * try removing expected failure test * hmmm try 1 more * skip tests for flakiness * uint64 super flaky * clean up * grammar * just match numpy * why is CI numpy different from local numpy * increase verbosity * try * try2 * try3 * try4 * yeah idk * new direction * try again * just don't support uint32 and uint64 * done? * oops * comment * documentation * it is what it is --------- Co-authored-by: chenyu --- test/test_dtype_alu.py | 26 ++++++++++++++++++++++++-- test/test_ops.py | 1 - tinygrad/tensor.py | 9 ++++++++- 3 files changed, 32 insertions(+), 4 deletions(-) diff --git a/test/test_dtype_alu.py b/test/test_dtype_alu.py index 48097e5df8..3cda8c7e24 100644 --- a/test/test_dtype_alu.py +++ b/test/test_dtype_alu.py @@ -3,7 +3,7 @@ import unittest from tinygrad import Tensor, dtypes, Device import operator import numpy as np -from hypothesis import given, strategies as strat, settings +from hypothesis import given, strategies as strat, settings, HealthCheck from tinygrad.dtype import DType from tinygrad.helpers import CI, getenv from tinygrad.engine.schedule import create_schedule @@ -86,7 +86,7 @@ def universal_test_unary(a, dtype, op): def universal_test_cast(a, in_dtype, dtype): tensor_value = Tensor([a], dtype=in_dtype).cast(dtype) - numpy_value = np.array([a]).astype(_to_np_dtype(dtype)) + numpy_value = np.array([a], dtype=_to_np_dtype(in_dtype)).astype(_to_np_dtype(dtype)) np.testing.assert_equal(tensor_value.numpy(), numpy_value) def universal_test_midcast(a, b, c, op1, op2, d1:DType, d2:DType): @@ -178,6 +178,28 @@ class TestDTypeALU(unittest.TestCase): @given(ht.int32, strat.sampled_from(dtypes_float+dtypes_int+dtypes_bool)) def test_int32_cast(self, a, dtype): universal_test_cast(a, dtypes.int32, dtype) + @given(strat.data(), strat.sampled_from(dtypes_float), strat.sampled_from((dtypes.uint8, dtypes.uint16))) + def test_float_cast_to_unsigned(self, a, float_dtype, unsigned_dtype): + if not is_dtype_supported(float_dtype, Device.DEFAULT): float_dtype = dtypes.float32 + float_strat = {dtypes.float16: ht.float16, dtypes.float32: ht.float32, dtypes.float64: ht.float64}[float_dtype] + float_strat = float_strat.filter(lambda x: 0 < x < dtypes.max(unsigned_dtype)) + universal_test_cast(a.draw(float_strat), float_dtype, unsigned_dtype) + + @settings(suppress_health_check=[HealthCheck.filter_too_much]) + @given(strat.data(), strat.sampled_from(dtypes_float), strat.sampled_from((dtypes.uint8, dtypes.uint16))) + def test_float_cast_to_unsigned_overflow(self, a, float_dtype, unsigned_dtype): + if not is_dtype_supported(float_dtype, Device.DEFAULT): float_dtype = dtypes.float32 + float_strat = {dtypes.float16: ht.float16, dtypes.float32: ht.float32, dtypes.float64: ht.float64}[float_dtype] + overflow_strat = float_strat.filter(lambda x: x > dtypes.max(unsigned_dtype) and x <= dtypes.max(dtypes.int32)) + universal_test_cast(a.draw(overflow_strat), float_dtype, unsigned_dtype) + + @given(strat.data(), strat.sampled_from(dtypes_float), strat.sampled_from((dtypes.uint8, dtypes.uint16))) + def test_float_cast_to_unsigned_underflow(self, a, float_dtype, unsigned_dtype): + if not is_dtype_supported(float_dtype, Device.DEFAULT): float_dtype = dtypes.float32 + float_strat = {dtypes.float16: ht.float16, dtypes.float32: ht.float32, dtypes.float64: ht.float64}[float_dtype] + overflow_strat = float_strat.filter(lambda x: x < 0 and x >= dtypes.min(dtypes.int32)) + universal_test_cast(a.draw(overflow_strat), float_dtype, unsigned_dtype) + @unittest.expectedFailure def test_unsafe_cast_float_to_int_failure(self): val = float(dtypes.max(dtypes.int32) - 1) diff --git a/test/test_ops.py b/test/test_ops.py index 3e58b06a23..31d8667ab6 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -2550,7 +2550,6 @@ class TestOps(unittest.TestCase): @unittest.skipUnless(is_dtype_supported(dtypes.uchar), f"no uint8 on {Device.DEFAULT}") class TestOpsUint8(unittest.TestCase): - @unittest.skip('this is broken for negative numbers') def test_cast(self): helper_test_op([(2,3,64,64)], lambda x: x.type(torch.uint8), lambda x: x.cast('uint8'), forward_only=True) diff --git a/tinygrad/tensor.py b/tinygrad/tensor.py index 7cc0289a86..8fdfb71809 100644 --- a/tinygrad/tensor.py +++ b/tinygrad/tensor.py @@ -3632,8 +3632,15 @@ class Tensor(SimpleMathTrait): t = t.cast(dtypes.int32) print(t.dtype, t.numpy()) ``` + ```python exec="true" source="above" session="tensor" result="python" + t = t.cast(dtypes.uint8) + print(t.dtype, t.numpy()) + ``` """ - return self if self.dtype == (dt:=to_dtype(dtype)) else F.Cast.apply(self, dtype=dt) + if (dt:=to_dtype(dtype)) in {dtypes.uint8, dtypes.uint16} and dtypes.is_float(self.dtype): + # NOTE: values within the int32 range and outside the unsigned dtype range will cause values to wrap around + return F.Cast.apply(F.Cast.apply(self, dtype=dtypes.int32), dtype=dt) + return self if self.dtype == dt else F.Cast.apply(self, dtype=dt) def bitcast(self, dtype:DTypeLike) -> Tensor: """ From df84dc64445cfc10ca2c5f82d8c1706f0db716f4 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Fri, 6 Dec 2024 17:31:02 +0200 Subject: [PATCH 42/83] unrelated test fixups from delete_lazy [pr] (#8088) * unrelated test fixups from delete_lazy [pr] * fine if it's scheduled later --- test/imported/test_indexing.py | 2 +- test/test_const_folding.py | 2 +- test/test_multitensor.py | 4 ++-- test/test_schedule.py | 10 +++++----- test/test_subbuffer.py | 3 ++- test/test_zero_copy.py | 2 +- test/unit/test_disk_tensor.py | 8 ++++---- tinygrad/device.py | 2 -- tinygrad/engine/lazy.py | 4 ++-- tinygrad/ops.py | 3 +++ 10 files changed, 21 insertions(+), 19 deletions(-) diff --git a/test/imported/test_indexing.py b/test/imported/test_indexing.py index 7ccb8f5366..82a3050b1f 100644 --- a/test/imported/test_indexing.py +++ b/test/imported/test_indexing.py @@ -1555,4 +1555,4 @@ class TestNumpy(unittest.TestCase): ''' if __name__ == '__main__': - unittest.main() \ No newline at end of file + unittest.main() diff --git a/test/test_const_folding.py b/test/test_const_folding.py index 077bdf4402..b104b79f09 100644 --- a/test/test_const_folding.py +++ b/test/test_const_folding.py @@ -183,7 +183,7 @@ class TestReduceOpsConstFolding(unittest.TestCase): # contiguous folded const can still schedule a = Tensor.empty(1, 0).sum().contiguous() _check_ast_count(2, a+2) - self.assertIsNotNone(a.lazydata.realized) + self.assertIsNotNone(a.lazydata.base.realized) np.testing.assert_equal((Tensor.empty(1, 0).sum().contiguous()+2).numpy(), 2) # otherwise we just fuse it _check_ast_count(1, (Tensor.empty(1, 0).sum()+2).contiguous()) diff --git a/test/test_multitensor.py b/test/test_multitensor.py index af67972a79..d47df38579 100644 --- a/test/test_multitensor.py +++ b/test/test_multitensor.py @@ -670,8 +670,8 @@ class TestMultiTensor(unittest.TestCase): def test_shard_memory(self): devices = (d0, d1, d2, d3) t = Tensor.zeros(16, 16).contiguous() - t.shard_(devices, axis=0) - assert all([lb is lb.base and lb.buffer.base.size == 4 * 16 for lb in t.lazydata.lbs]) + t.shard_(devices, axis=0).realize() + assert all([lb is lb.base and lb.realized.base.size == 4 * 16 for lb in t.lazydata.lbs]) def test_clone(self): t = Tensor.rand(16, 16).shard(devices_2, axis=None) diff --git a/test/test_schedule.py b/test/test_schedule.py index 50ee1b13e5..1f3abccb74 100644 --- a/test/test_schedule.py +++ b/test/test_schedule.py @@ -9,11 +9,11 @@ import functools from typing import List, Optional, Union, cast from tinygrad import nn, dtypes, Device, Tensor -from tinygrad.device import is_dtype_supported, view_supported_devices +from tinygrad.device import is_dtype_supported from tinygrad.dtype import DType from tinygrad.shape.shapetracker import ShapeTracker from tinygrad.shape.view import View -from tinygrad.ops import UOp, Ops, graph_rewrite, track_rewrites +from tinygrad.ops import UOp, Ops, graph_rewrite, track_rewrites, view_supported_devices from tinygrad.helpers import CI, DEBUG, FUSE_ARANGE, GlobalCounters, flatten, getenv, SPLIT_REDUCEOP, unwrap, prod, Context from tinygrad.codegen.kernel import Kernel, verify_ast from tinygrad.engine.schedule import BUF_LIMIT, ScheduleItem, create_schedule, view_right, view_left, do_realize @@ -1925,7 +1925,7 @@ class TestView(unittest.TestCase): a = UOp(Ops.VIEW, dtypes.float, (UOp.new_buffer(Device.DEFAULT, 121, dtypes.float), UOp(Ops.EMPTY, dtypes.float)), st) b = a.pad(pad_arg:=((0, 0), (0, 0), (18, 0))) self.assertEqual(b.st, st.pad(pad_arg)) - self.assertIs(b, b.const_like(0)) + self.assertIs(b.base.src[1], UOp.const(dtypes.float, 0)) def test_partial_mask(self): # partial masked out does not degrade into CONST @@ -1956,8 +1956,8 @@ class TestBigGraph(unittest.TestCase): def test_sink_childless_const_alt_expanded(self): # this is a real STORE of CONST (post expand) - y = UOp(Ops.VIEW, dtypes.int, (UOp(Ops.BUFFER, dtypes.int.ptr(), (), 0), UOp.const(dtypes.int, 0)), ShapeTracker.from_shape(())) - out = UOp(Ops.VIEW, dtypes.int, (UOp(Ops.BUFFER, dtypes.int.ptr(), (), 0), y.reshape((1,)).expand((2,)).contiguous(),), ShapeTracker.from_shape((2,))) + y = UOp(Ops.VIEW, dtypes.int, (UOp.new_buffer(Device.DEFAULT, 1, dtypes.int), UOp.const(dtypes.int, 0)), ShapeTracker.from_shape(())) + out = UOp(Ops.VIEW, dtypes.int, (UOp.new_buffer(Device.DEFAULT, 2, dtypes.int), y.reshape((1,)).expand((2,)).contiguous(),), ShapeTracker.from_shape((2,))) big_graph = big_graph_rewrite(out.sink(), realizes:={}) self.assertIs(big_graph, out.sink()) self.assertEqual(len(realizes), 1) diff --git a/test/test_subbuffer.py b/test/test_subbuffer.py index 9d80820140..8b6e2043f4 100644 --- a/test/test_subbuffer.py +++ b/test/test_subbuffer.py @@ -1,6 +1,7 @@ import unittest from tinygrad import Device, dtypes, Tensor -from tinygrad.device import Buffer, view_supported_devices +from tinygrad.device import Buffer +from tinygrad.ops import view_supported_devices @unittest.skipIf(Device.DEFAULT not in view_supported_devices, "subbuffer not supported") class TestSubBuffer(unittest.TestCase): diff --git a/test/test_zero_copy.py b/test/test_zero_copy.py index 695589c72d..1b999314c3 100644 --- a/test/test_zero_copy.py +++ b/test/test_zero_copy.py @@ -13,7 +13,7 @@ def time_tensor_numpy(out:Tensor): N = 4096 class TestZeroCopy(unittest.TestCase): - @unittest.skipIf(Device.DEFAULT not in {"CLANG", "LLVM", "CPU", "METAL"}, "device isn't zero copy") + @unittest.skipIf(Device.DEFAULT not in {"CLANG", "LLVM", "METAL"}, "device isn't zero copy") def test_zero_copy_from_default_to_cpu(self): demo = Tensor.rand(1).realize() t1 = time_tensor_numpy(demo) diff --git a/test/unit/test_disk_tensor.py b/test/unit/test_disk_tensor.py index 14c6dbb62e..ea8ac39b14 100644 --- a/test/unit/test_disk_tensor.py +++ b/test/unit/test_disk_tensor.py @@ -361,10 +361,10 @@ class TestPathTensor(unittest.TestCase): np.testing.assert_array_equal(t.numpy(), np.frombuffer(self.test_data, dtype=np.uint8)) def test_path_tensor_with_device(self): - t = Tensor(self.test_file, device="CPU") + t = Tensor(self.test_file, device="CLANG") self.assertEqual(t.shape, (100,)) self.assertEqual(t.dtype, dtypes.uint8) - self.assertEqual(t.device, "CPU") + self.assertEqual(t.device, "CLANG") np.testing.assert_array_equal(t.numpy(), np.frombuffer(self.test_data, dtype=np.uint8)) def test_path_tensor_empty_file(self): @@ -389,8 +389,8 @@ class TestPathTensor(unittest.TestCase): def test_path_tensor_copy_to_device(self): t = Tensor(self.test_file) - t_cpu = t.to("CPU") - self.assertEqual(t_cpu.device, "CPU") + t_cpu = t.to("CLANG") + self.assertEqual(t_cpu.device, "CLANG") np.testing.assert_array_equal(t_cpu.numpy(), np.frombuffer(self.test_data, dtype=np.uint8)) if __name__ == "__main__": diff --git a/tinygrad/device.py b/tinygrad/device.py index 8dae4e1220..03e0b3caed 100644 --- a/tinygrad/device.py +++ b/tinygrad/device.py @@ -54,8 +54,6 @@ class BufferSpec: nolru: bool = False external_ptr: Optional[int] = None -view_supported_devices = {"LLVM", "CLANG", "CUDA", "NV", "AMD", "METAL", "QCOM", "DSP", "DISK"} - class Buffer: def __init__(self, device:str, size:int, dtype:DType, opaque:Any=None, options:Optional[BufferSpec]=None, initial_value:Optional[bytes]=None, lb_refcount=0, base:Optional[Buffer]=None, offset:int=0, preallocate=False): diff --git a/tinygrad/engine/lazy.py b/tinygrad/engine/lazy.py index 34943f0e72..4c98b191d4 100644 --- a/tinygrad/engine/lazy.py +++ b/tinygrad/engine/lazy.py @@ -3,9 +3,9 @@ from typing import Optional, Any, Tuple, List, get_args from tinygrad.dtype import dtypes, DType, ConstType, to_dtype, ImageDType from tinygrad.helpers import prod, getenv, all_int, all_same, DEBUG, _METADATA, Metadata, SPLIT_REDUCEOP, LAZYCACHE from tinygrad.ops import exec_alu, python_alu -from tinygrad.ops import identity_element, MathTrait, resolve, UOp, sint, GroupOp, Ops +from tinygrad.ops import identity_element, MathTrait, resolve, UOp, sint, GroupOp, Ops, view_supported_devices from tinygrad.shape.shapetracker import ShapeTracker -from tinygrad.device import Buffer, view_supported_devices +from tinygrad.device import Buffer from weakref import ref, ReferenceType, WeakValueDictionary lazycache: WeakValueDictionary[Any, LazyBuffer] = WeakValueDictionary() diff --git a/tinygrad/ops.py b/tinygrad/ops.py index 07c47d62ef..158fefc807 100644 --- a/tinygrad/ops.py +++ b/tinygrad/ops.py @@ -161,6 +161,9 @@ class GroupOp: # do not preserve f(0) = 0 UnsafePad = {Ops.RECIP, Ops.LOG2, Ops.EXP2, Ops.IDIV} +# some BUFFER ops can be processed with only a view +view_supported_devices = {"LLVM", "CLANG", "CUDA", "NV", "AMD", "METAL", "QCOM", "DSP", "DISK"} + # https://en.wikipedia.org/wiki/Identity_element def identity_element(op:Ops, dt:DType) -> ConstType: return dtypes.as_const({Ops.ADD:0, Ops.MUL:1, Ops.MAX:dtypes.min(dt)}[op], dt) From d1282da7e8cc1e8c2d39bad7541e2159ce1d0945 Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Fri, 6 Dec 2024 19:19:04 +0300 Subject: [PATCH 43/83] hcq bump alloc (#8078) * hcq bump alloc * hm * nv * typo --- tinygrad/runtime/ops_nv.py | 29 ++++++++----------- tinygrad/runtime/ops_qcom.py | 49 +++++++++++++++------------------ tinygrad/runtime/support/hcq.py | 23 ++++++++-------- 3 files changed, 46 insertions(+), 55 deletions(-) diff --git a/tinygrad/runtime/ops_nv.py b/tinygrad/runtime/ops_nv.py index 946d263148..4836aece38 100644 --- a/tinygrad/runtime/ops_nv.py +++ b/tinygrad/runtime/ops_nv.py @@ -3,7 +3,7 @@ import os, ctypes, contextlib, re, fcntl, functools, mmap, struct, array, sys assert sys.platform != 'win32' from typing import Tuple, List, Any, cast, Union, Dict, Type, Optional from dataclasses import dataclass -from tinygrad.runtime.support.hcq import HCQCompiled, HCQAllocator, HCQBuffer, HWQueue, CLikeArgsState, HCQProgram, HCQSignal +from tinygrad.runtime.support.hcq import HCQCompiled, HCQAllocator, HCQBuffer, HWQueue, CLikeArgsState, HCQProgram, HCQSignal, BumpAllocator from tinygrad.ops import sint from tinygrad.device import BufferSpec from tinygrad.helpers import getenv, mv_address, init_c_struct_t, to_mv, round_up, data64, data64_le, DEBUG, prod @@ -117,14 +117,9 @@ class NVCommandQueue(HWQueue[NVSignal, 'NVDevice', 'NVProgram', 'NVArgsState']): def _submit_to_gpfifo(self, dev:NVDevice, gpfifo:GPFifo): if dev == self.binded_device: cmdq_addr = self.hw_page.va_addr else: - if dev.cmdq_wptr + len(self._q) * 4 > dev.cmdq_page.size: - assert (gpfifo.ring[gpfifo.controls.GPGet] & 0xFFFFFFFFFC) >= dev.cmdq_page.va_addr + len(self._q) * 4 or \ - gpfifo.controls.GPGet == gpfifo.controls.GPPut, "cmdq overrun" - dev.cmdq_wptr = 0 - - dev.cmdq[dev.cmdq_wptr//4:dev.cmdq_wptr//4+len(self._q)] = array.array('I', self._q) - cmdq_addr = dev.cmdq_page.va_addr+dev.cmdq_wptr - dev.cmdq_wptr += len(self._q) * 4 + cmdq_addr = dev.cmdq_allocator.alloc(len(self._q) * 4) + cmdq_wptr = (cmdq_addr - dev.cmdq_page.va_addr) // 4 + dev.cmdq[cmdq_wptr : cmdq_wptr + len(self._q)] = array.array('I', self._q) gpfifo.ring[gpfifo.put_value % gpfifo.entries_count] = (cmdq_addr//4 << 2) | (len(self._q) << 42) | (1 << 41) gpfifo.controls.GPPut = (gpfifo.put_value + 1) % gpfifo.entries_count @@ -292,8 +287,12 @@ class NVDevice(HCQCompiled[NVSignal]): gpus_info: Union[List, ctypes.Array] = [] signals_page: Any = None signals_pool: List[int] = [] - low_uvm_vaddr: int = 0x1000000000 # 0x1000000000 - 0x2000000000, reserved for system/cpu mappings - uvm_vaddr: int = 0x2000000000 # 0x2000000000+ + + # TODO: Need a proper allocator for va addresses + # 0x1000000000 - 0x2000000000, reserved for system/cpu mappings + # VA space is 48bits. + low_uvm_vaddr_allocator: BumpAllocator = BumpAllocator(size=0x1000000000, start=0x1000000000, wrap=False) + uvm_vaddr_allocator: BumpAllocator = BumpAllocator(size=(1 << 48) - 1, start=0x2000000000, wrap=False) host_object_enumerator: int = 0x1000 def _new_gpu_fd(self): @@ -374,11 +373,7 @@ class NVDevice(HCQCompiled[NVSignal]): self._gpu_uvm_map(mem.va_addr, mem.size, mem.hMemory, create_range=False, tag="p2p mem") def _alloc_gpu_vaddr(self, size, alignment=(4 << 10), force_low=False): - if force_low: - NVDevice.low_uvm_vaddr = (res_va:=round_up(NVDevice.low_uvm_vaddr, alignment)) + size - assert NVDevice.low_uvm_vaddr < 0x2000000000, "Exceed low vm addresses" - else: NVDevice.uvm_vaddr = (res_va:=round_up(NVDevice.uvm_vaddr, alignment)) + size - return res_va + return NVDevice.low_uvm_vaddr_allocator.alloc(size, alignment) if force_low else NVDevice.uvm_vaddr_allocator.alloc(size, alignment) def _setup_nvclasses(self): classlist = memoryview(bytearray(100 * 4)).cast('I') @@ -454,8 +449,8 @@ class NVDevice(HCQCompiled[NVSignal]): rmctrl.gpfifo_schedule(self.fd_ctl, self.root, channel_group, bEnable=1) self.cmdq_page: nv_gpu.UVM_MAP_EXTERNAL_ALLOCATION_PARAMS = self._gpu_alloc(0x200000, cpu_access=True, tag="cmdq") + self.cmdq_allocator = BumpAllocator(size=self.cmdq_page.size, start=self.cmdq_page.va_addr, wrap=True) self.cmdq: memoryview = to_mv(self.cmdq_page.va_addr, 0x200000).cast("I") - self.cmdq_wptr: int = 0 # in bytes self.num_gpcs, self.num_tpc_per_gpc, self.num_sm_per_tpc, self.max_warps_per_sm, self.sm_version = self._query_gpu_info('num_gpcs', 'num_tpc_per_gpc', 'num_sm_per_tpc', 'max_warps_per_sm', 'sm_version') diff --git a/tinygrad/runtime/ops_qcom.py b/tinygrad/runtime/ops_qcom.py index ef9b2357c1..68d7a257d1 100644 --- a/tinygrad/runtime/ops_qcom.py +++ b/tinygrad/runtime/ops_qcom.py @@ -4,7 +4,7 @@ assert sys.platform != 'win32' from types import SimpleNamespace from typing import Tuple, List, Any, cast, Optional from tinygrad.device import BufferSpec -from tinygrad.runtime.support.hcq import HCQBuffer, HWQueue, HCQProgram, HCQCompiled, HCQAllocatorBase, HCQSignal, HCQArgsState +from tinygrad.runtime.support.hcq import HCQBuffer, HWQueue, HCQProgram, HCQCompiled, HCQAllocatorBase, HCQSignal, HCQArgsState, BumpAllocator from tinygrad.runtime.autogen import kgsl, adreno, libc from tinygrad.runtime.ops_gpu import CLCompiler, CLDevice from tinygrad.renderer.cstyle import QCOMRenderer @@ -86,7 +86,7 @@ class QCOMComputeQueue(HWQueue): return self def _build_gpu_command(self, dev:QCOMDevice, hw_addr=None): - to_mv((hw_page_addr:=hw_addr or dev._alloc_cmd_buf(len(self._q) * 4)), len(self._q) * 4).cast('I')[:] = array.array('I', self._q) + to_mv((hw_page_addr:=hw_addr or dev.cmd_buf_allocator.alloc(len(self._q) * 4)), len(self._q) * 4).cast('I')[:] = array.array('I', self._q) obj = kgsl.struct_kgsl_command_object(gpuaddr=hw_page_addr, size=len(self._q) * 4, flags=kgsl.KGSL_CMDLIST_IB) submit_req = kgsl.struct_kgsl_gpu_command(cmdlist=ctypes.addressof(obj), numcmds=1, context_id=dev.ctx, cmdsize=ctypes.sizeof(kgsl.struct_kgsl_command_object)) @@ -147,7 +147,7 @@ class QCOMComputeQueue(HWQueue): state_block=adreno.SB6_CS_TEX, num_unit=args_state.prg.samp_cnt), *data64_le(args_state.ptr + args_state.prg.samp_off)) self.reg(adreno.REG_A6XX_SP_CS_TEX_SAMP, *data64_le(args_state.ptr + args_state.prg.samp_off)) - self.reg(adreno.REG_A6XX_SP_PS_TP_BORDER_COLOR_BASE_ADDR, *data64_le(prg.dev._border_color_base())) + self.reg(adreno.REG_A6XX_SP_PS_TP_BORDER_COLOR_BASE_ADDR, *data64_le(prg.dev.border_color_buf.va_addr)) if args_state.prg.tex_cnt > 0: self.cmd(adreno.CP_LOAD_STATE6_FRAG, qreg.cp_load_state6_0(state_type=adreno.ST_CONSTANTS, state_src=adreno.SS6_INDIRECT, @@ -336,28 +336,31 @@ class QCOMDevice(HCQCompiled): QCOMDevice.dummy_addr = self._gpu_alloc(0x1000).va_addr QCOMDevice.signals_page = self._gpu_alloc(16 * 65536, uncached=True) QCOMDevice.signals_pool = [self.signals_page.va_addr + off for off in range(0, self.signals_page.size, 16)] - info, self.ctx, self.cmd_buf, self.cmd_buf_ptr, self.last_cmd = self._info(), self._ctx_create(), self._gpu_alloc(16 << 20), 0,0 + + flags = kgsl.KGSL_CONTEXT_PREAMBLE | kgsl.KGSL_CONTEXT_PWR_CONSTRAINT | kgsl.KGSL_CONTEXT_NO_FAULT_TOLERANCE | kgsl.KGSL_CONTEXT_NO_GMEM_ALLOC \ + | kgsl.KGSL_CONTEXT_PRIORITY(8) | kgsl.KGSL_CONTEXT_PREEMPT_STYLE(kgsl.KGSL_CONTEXT_PREEMPT_STYLE_FINEGRAIN) + self.ctx = kgsl.IOCTL_KGSL_DRAWCTXT_CREATE(self.fd, flags=flags).drawctxt_id + + self.cmd_buf = self._gpu_alloc(16 << 20) + self.cmd_buf_allocator = BumpAllocator(size=self.cmd_buf.size, start=self.cmd_buf.va_addr, wrap=True) + + self.border_color_buf = self._gpu_alloc(0x1000, fill_zeroes=True) + + self.last_cmd:int = 0 + + # Set max power + struct.pack_into('IIQQ', pwr:=memoryview(bytearray(0x18)), 0, 1, self.ctx, mv_address(_:=memoryview(array.array('I', [1]))), 4) + kgsl.IOCTL_KGSL_SETPROPERTY(self.fd, type=kgsl.KGSL_PROP_PWR_CONSTRAINT, value=mv_address(pwr), sizebytes=pwr.nbytes) + + # Load info about qcom device + info = kgsl.struct_kgsl_devinfo() + kgsl.IOCTL_KGSL_DEVICE_GETPROPERTY(self.fd, type=kgsl.KGSL_PROP_DEVICE_INFO, value=ctypes.addressof(info), sizebytes=ctypes.sizeof(info)) QCOMDevice.gpu_id = ((info.chip_id >> 24) & 0xFF) * 100 + ((info.chip_id >> 16) & 0xFF) * 10 + ((info.chip_id >> 8) & 0xFF) if QCOMDevice.gpu_id >= 700: raise RuntimeError(f"Unsupported GPU: {QCOMDevice.gpu_id}") super().__init__(device, QCOMAllocator(self), QCOMRenderer(), QCOMCompiler(device), functools.partial(QCOMProgram, self), QCOMSignal, QCOMComputeQueue, None) - def _ctx_create(self): - cr = kgsl.IOCTL_KGSL_DRAWCTXT_CREATE(self.fd, flags=(kgsl.KGSL_CONTEXT_PREAMBLE | kgsl.KGSL_CONTEXT_PWR_CONSTRAINT | - kgsl.KGSL_CONTEXT_NO_FAULT_TOLERANCE | kgsl.KGSL_CONTEXT_NO_GMEM_ALLOC | kgsl.KGSL_CONTEXT_PRIORITY(8) | - kgsl.KGSL_CONTEXT_PREEMPT_STYLE(kgsl.KGSL_CONTEXT_PREEMPT_STYLE_FINEGRAIN))) - - # Set power to maximum. - struct.pack_into('IIQQ', pwr:=memoryview(bytearray(0x18)), 0, 1, cr.drawctxt_id, mv_address(_:=memoryview(array.array('I', [1]))), 4) - kgsl.IOCTL_KGSL_SETPROPERTY(self.fd, type=kgsl.KGSL_PROP_PWR_CONSTRAINT, value=mv_address(pwr), sizebytes=pwr.nbytes) - return cr.drawctxt_id - - def _info(self): - info = kgsl.struct_kgsl_devinfo() - kgsl.IOCTL_KGSL_DEVICE_GETPROPERTY(self.fd, type=kgsl.KGSL_PROP_DEVICE_INFO, value=ctypes.addressof(info), sizebytes=ctypes.sizeof(info)) - return info - def _gpu_alloc(self, size:int, flags:int=0, uncached=False, fill_zeroes=False): flags |= kgsl.KGSL_MEMALIGN(alignment_hint:=12) | kgsl.KGSL_MEMFLAGS_USE_CPU_MAP if uncached: flags |= kgsl.KGSL_CACHEMODE(kgsl.KGSL_CACHEMODE_UNCACHED) @@ -372,14 +375,6 @@ class QCOMDevice(HCQCompiled): kgsl.IOCTL_KGSL_GPUOBJ_FREE(self.fd, id=mem.info.id) libc.munmap(mem.va_addr, mem.info.mmapsize) - def _alloc_cmd_buf(self, sz: int): - self.cmd_buf_ptr = (cur_ptr:=self.cmd_buf_ptr if self.cmd_buf_ptr + sz < self.cmd_buf.size else 0) + sz - return self.cmd_buf.va_addr + cur_ptr - - def _border_color_base(self): - if not hasattr(self, '_border_color_gpu'): self._border_color_gpu = self._gpu_alloc(0x1000, fill_zeroes=True) - return self._border_color_gpu.va_addr - def _ensure_stack_size(self, sz): if not hasattr(self, '_stack'): self._stack = self._gpu_alloc(sz) elif self._stack.size < sz: diff --git a/tinygrad/runtime/support/hcq.py b/tinygrad/runtime/support/hcq.py index b1bb59118d..c35fc22315 100644 --- a/tinygrad/runtime/support/hcq.py +++ b/tinygrad/runtime/support/hcq.py @@ -1,7 +1,7 @@ from __future__ import annotations from typing import List, Optional, Dict, Tuple, cast, Protocol, Type, Union, TypeVar, Generic, Any import contextlib, decimal, statistics, random, json, atexit, time, ctypes, array -from tinygrad.helpers import PROFILEPATH, PROFILE, from_mv, getenv, to_mv +from tinygrad.helpers import PROFILEPATH, PROFILE, from_mv, getenv, to_mv, round_up from tinygrad.renderer import Renderer from tinygrad.device import BufferSpec, Compiler, Compiled, LRUAllocator from tinygrad.ops import sym_infer, sint, Variable @@ -14,6 +14,15 @@ ProgramType = TypeVar('ProgramType', bound='HCQProgram') ArgsStateType = TypeVar('ArgsStateType', bound='HCQArgsState') QueueType = TypeVar('QueueType', bound='HWQueue') +class BumpAllocator: + def __init__(self, size:int, start:int=0, wrap:bool=True): self.size, self.ptr, self.start_off, self.wrap = size, 0, start, wrap + def alloc(self, size:int, alignment:int=1) -> int: + if round_up(self.ptr, alignment) + size > self.size: + if not self.wrap: raise RuntimeError("Out of memory") + self.ptr = 0 + self.ptr = (res:=round_up(self.ptr, alignment)) + size + return res + self.start_off + class HWQueue(Generic[SignalType, DeviceType, ProgramType, ArgsStateType]): """ A base class for hardware command queues in the HCQ (Hardware Command Queue) API. @@ -257,7 +266,7 @@ class HCQProgram(Generic[DeviceType]): Returns: Arguments state with the given buffers and values set for the program. """ - return self.args_state_t(kernargs_ptr or self.dev._alloc_kernargs(self.kernargs_alloc_size), self, bufs, vals=vals) + return self.args_state_t(kernargs_ptr or self.dev.kernargs_alloctor.alloc(self.kernargs_alloc_size), self, bufs, vals=vals) def __call__(self, *bufs:HCQBuffer, global_size:Tuple[int,int,int]=(1,1,1), local_size:Tuple[int,int,int]=(1,1,1), vals:Tuple[int, ...]=(), wait:bool=False) -> Optional[float]: @@ -349,7 +358,7 @@ class HCQCompiled(Compiled, Generic[SignalType]): super().__init__(device, allocator, renderer, compiler, runtime, HCQGraph) self.kernargs_page:HCQBuffer = self.allocator.alloc(16 << 20, BufferSpec(cpu_access=True)) - self.kernargs_ptr:int = self.kernargs_page.va_addr + self.kernargs_alloctor = BumpAllocator(self.kernargs_page.size, start=self.kernargs_page.va_addr, wrap=True) self.devices.append(self) def synchronize(self): @@ -363,14 +372,6 @@ class HCQCompiled(Compiled, Generic[SignalType]): self.raw_prof_records += [(st.timestamp, en.timestamp, name, is_cp, None) for st, en, name, is_cp in self.sig_prof_records] self.sig_prof_records = [] - def _alloc_kernargs(self, alloc_size:int) -> int: - """ - Allocates space for arguments passed to the kernel. - """ - if self.kernargs_ptr >= (self.kernargs_page.va_addr + self.kernargs_page.size - alloc_size): self.kernargs_ptr = self.kernargs_page.va_addr - self.kernargs_ptr = (res:=self.kernargs_ptr) + alloc_size - return res - def _ensure_shared_time_base(self): if not self.gpu2cpu_compute_time_diff.is_nan(): return From 5184410fc328c6630410509259a50914eea3e22f Mon Sep 17 00:00:00 2001 From: geohotstan <135171913+geohotstan@users.noreply.github.com> Date: Sat, 7 Dec 2024 01:34:47 +0800 Subject: [PATCH 44/83] combine get inputs and type_parse function in onnx [fixed] (#8081) * 1 is simpler than 2 * variable name * change error wording * shapes for sequence type must be homogeneous * bug fix for model benchmark * fix comments too --------- Co-authored-by: chenyu --- extra/onnx.py | 83 +++++++++------------ test/external/external_test_onnx_backend.py | 6 ++ 2 files changed, 43 insertions(+), 46 deletions(-) diff --git a/extra/onnx.py b/extra/onnx.py index 0b4493db2b..ad3a509067 100644 --- a/extra/onnx.py +++ b/extra/onnx.py @@ -1,12 +1,12 @@ from __future__ import annotations -from typing import List, Dict, Union, Callable, Any +from typing import List, Dict, Union, Callable, Any, Sequence import importlib, functools import numpy as np from tinygrad import Tensor, dtypes -from tinygrad.helpers import getenv, DEBUG +from tinygrad.helpers import getenv, DEBUG, all_same from tinygrad.dtype import DType, ConstType from tinygrad.device import is_dtype_supported -from onnx import AttributeProto, ModelProto, TensorProto, TypeProto +from onnx import AttributeProto, ModelProto, TensorProto, ValueInfoProto try: from onnx.helper import tensor_dtype_to_np_dtype except ImportError: @@ -68,31 +68,12 @@ onnx_ops = importlib.import_module('extra.onnx_ops') ONNXLIMIT = getenv("ONNXLIMIT", -1) def get_run_onnx(onnx_model: ModelProto): - def type_parse(type_proto: TypeProto): - ret = [] - while True: - attr = type_proto.WhichOneof('value') - if attr == 'tensor_type': - if "dim_value" not in type_proto.tensor_type.shape.dim.__dir__(): return () # variable type, unable to determine shape - elif not ret: - return tuple([x.dim_value for x in type_proto.tensor_type.shape.dim]) - else: - ret.extend([(x.dim_value,) for x in type_proto.tensor_type.shape.dim]) - return tuple(ret) - elif attr == 'sequence_type': - type_proto = getattr(type_proto, attr).elem_type - ret.append(1) - elif attr == 'optional_type': type_proto = getattr(type_proto, attr).elem_type - elif attr == 'map_type': raise NotImplementedError(f"map_type is not implemented: {type_proto}") - elif attr == 'opaque_type': raise NotImplementedError(f"opaque_type is not implemented: {type_proto}") - elif attr == 'sparse_tensor_type': raise NotImplementedError(f"sparse_tensor_type is not implemented: {type_proto}") - else: raise AttributeError(f"unknown attr: {attr}, {type_proto}") - - # initialization data + # model initialization data model_parameters = {inp.name:buffer_parse(inp) for inp in onnx_model.graph.initializer} model_attributes = {num:{x.name:attribute_parse(x) for x in n.attribute} for num,n in enumerate(onnx_model.graph.node)} - # model specs + # model descriptions + # TODO: need a better way of controlling training vs non-training is_onnx_preview_training = any(n.HasField("domain") and n.domain == "ai.onnx.preview.training" for n in onnx_model.graph.node) onnx_model_version = onnx_model.opset_import[0].version @@ -103,32 +84,42 @@ def get_run_onnx(onnx_model: ModelProto): "Softsign", "Asinh", "Acosh", "Atanh", "Elu", "Celu", "Selu", "Xor", "Round", "Erf") } + # src: https://onnx.ai/onnx/repo-docs/IR.html#input-output-data-types + # parses and validates inputs based on their shape and dtype specified by model + def prepare_input(user_input:Any, model_input:ValueInfoProto): + type_proto = model_input.type + if type_proto.HasField("optional_type"): + if user_input is None: return Tensor(None) + type_proto = type_proto.optional_type.elem_type + if type_proto.HasField("sequence_type"): + if not isinstance(user_input, Sequence): raise RuntimeError(f"{model_input.name} received {user_input}, expected sequence type") + dtype = dtype_parse(type_proto.sequence_type.elem_type.tensor_type.elem_type) + sequence = [Tensor(i, dtype=dtype, requires_grad=is_onnx_preview_training) if not isinstance(i, Tensor) else i for i in user_input] + if not all_same(tuple(t.shape for t in sequence)): raise RuntimeError(f"shapes for {model_input.name} must be homogeneous") + # TODO: need true float16 for dtype checking + # if not all(t.dtype is dtype for t in sequence): raise RuntimeError(f"{model_input.name} received wrong dtype, expected {dtype}") + return sequence + if type_proto.HasField("tensor_type"): + dtype = dtype_parse(type_proto.tensor_type.elem_type) + tensor = Tensor(user_input, dtype=dtype, requires_grad=is_onnx_preview_training) if not isinstance(user_input, Tensor) else user_input + # TODO: need true float16 for dtype checking + # if dtype is not tensor.dtype: raise RuntimeError(f"{model_input.name} received dtype {inp.dtype}, expected {dtype}") + for d,onnx_dim in enumerate(type_proto.tensor_type.shape.dim): + # NOTE: dim is a variable dimension when `dim_param` is specified, e.g. dim {dim_param: "N"} is a variable dim + if onnx_dim.dim_param is None and onnx_dim.dim_value != user_input.shape[d]: + raise RuntimeError(f"{model_input.name} received value {user_input.shape[d]} on dim {d}, expected {onnx_dim.dim_value}") + return tensor + type_field_names = [field.name for field,_ in type_proto.ListFields()] + raise NotImplementedError(f"{model_input.name} with {type_field_names=} is not supported") + def run_onnx(inputs={}, debug=0): debug = getenv("DEBUGONNX") or debug - input_tensors: Dict[str,Tensor|List[Tensor]] = {} intermediate_tensors: Dict[str,Tensor] = {} - # get inputs + input_tensors: Dict[str, Tensor | List[Tensor]] = {} for model_input in onnx_model.graph.input: - name = model_input.name - if name in model_parameters: continue - shape = type_parse(model_input.type) - if name in inputs: - if isinstance(inputs[name], Tensor): - input_tensors[name] = inputs[name] - elif isinstance(inputs[name], list): - input_tensors[name] = [Tensor(i, requires_grad=False) for i in inputs[name]] - # TODO: this is just to make training tests pass, need a principled way to handle training vs non-training - elif is_onnx_preview_training: - input_tensors[name] = Tensor(inputs[name], requires_grad=True) - else: - input_tensors[name] = Tensor(inputs[name], requires_grad=False) - if shape: # if only input_tensor is not variable type - ts = input_tensors[name] - input_shape = ts.shape if isinstance(ts, Tensor) else (1, *[i.shape for i in ts]) - assert input_shape == shape, f"wrong shape for input {name}, {input_shape} isn't {shape}" - else: - raise RuntimeError(f"no data for {name} with shape {shape}") + if model_input.name in inputs: input_tensors[model_input.name] = prepare_input(inputs[model_input.name], model_input) + elif model_input.name not in model_parameters: raise RuntimeError(f"Please provide input data for {model_input.name}") def fetch_tensor(x: str): if x in model_parameters: return model_parameters[x] diff --git a/test/external/external_test_onnx_backend.py b/test/external/external_test_onnx_backend.py index 0cb704d48e..b3f6ae86ee 100644 --- a/test/external/external_test_onnx_backend.py +++ b/test/external/external_test_onnx_backend.py @@ -70,11 +70,17 @@ backend_test.exclude('BFLOAT16') # not supported in numpy # TODO: fix these with true onnx float16 backend_test.exclude('to_FLOAT16') backend_test.exclude('cast_no_saturate') +backend_test.exclude('test_dequantizelinear_e4m3fn_float16_cpu') +backend_test.exclude('test_max_float16_cpu') +backend_test.exclude('test_min_float16_cpu') backend_test.exclude('test_pow_types_int*') backend_test.exclude('test_convinteger_*') backend_test.exclude('test_matmulinteger_*') +backend_test.exclude('test_dequantizelinear_int4_cpu') +backend_test.exclude('test_dequantizelinear_uint4_cpu') + # we don't support indexes backend_test.exclude('test_nonzero_*') From 1ea4dc9565296dbfeb5ce0f9c4ea83b6f81e6a69 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Fri, 6 Dec 2024 20:07:00 +0200 Subject: [PATCH 45/83] big graph init conceptual cleanup [pr] (#8090) * keep Ops.BUFFER naming consistent [pr] * big graph init conceptual cleanup [pr] * make everything pass through * pylint doesn't complain now --- tinygrad/engine/schedule.py | 41 ++++++++++++++++++++++--------------- 1 file changed, 25 insertions(+), 16 deletions(-) diff --git a/tinygrad/engine/schedule.py b/tinygrad/engine/schedule.py index b4be3e8bbe..f2b9f8f29a 100644 --- a/tinygrad/engine/schedule.py +++ b/tinygrad/engine/schedule.py @@ -51,6 +51,7 @@ def is_scheduled(u:UOp) -> bool: return u.op is Ops.VIEW and len(u.src) == 2 def to_uop(buf:LazyBuffer, ctx:ScheduleContext, buffers:Dict[UOp, Buffer], cache:Dict[LazyBuffer, UOp]) -> UOp: if (r:=cache.get(buf)) is not None: return r + # view is passthrough if buf is not buf.base: cache[buf] = ret = to_uop(buf.base, ctx, buffers, cache).view(buf.st) return ret @@ -64,25 +65,29 @@ def to_uop(buf:LazyBuffer, ctx:ScheduleContext, buffers:Dict[UOp, Buffer], cache # hack the underlying buffer too buf.buffer.dtype = dtype buf.buffer.options = None - if buf.is_realized: - ubuf = UOp.new_buffer(buf.device, buf.size, dtype) - buffers[ubuf] = buf.buffer - op = None - elif buf.op is Ops.ASSIGN: - target, new_val = [to_uop(x, ctx, buffers, cache) for x in buf.srcs] - ctx.assigns.add(ubuf:=target.base.buf_uop) - op = UOp(Ops.ASSIGN, dtype.base, (ubuf, new_val), buf.arg) - else: - ubuf = UOp.new_buffer(buf.device, buf.size, dtype) - buffers[ubuf] = buf.buffer - op = UOp(buf.op, dtype if buf.op in GroupOp.Meta else dtype.base, tuple(to_uop(x, ctx, buffers, cache) for x in buf.srcs), buf.arg) - cache[buf] = ret = UOp(Ops.VIEW, dtype.base, (ubuf,) if op is None else (ubuf, op.contiguous() if buf.forced_realize else op), buf.st) + # base is a VIEW of (BUFFER, (optional) op) + match buf.is_realized: + case True: + buf_uop = UOp.new_buffer(buf.device, buf.size, dtype) + op = None + case False: + src = tuple(to_uop(x, ctx, buffers, cache) for x in buf.srcs) + match buf.op: + # ASSIGN uses the target buffer + case Ops.ASSIGN: buf_uop = src[0].base.buf_uop + # otherwise we create a new buffer + case _: buf_uop = UOp.new_buffer(buf.device, buf.size, dtype) + op = UOp(buf.op, dtype if buf.op in GroupOp.Meta else dtype.base, src, buf.arg) + cache[buf] = ret = UOp(Ops.VIEW, dtype.base, (buf_uop,) if op is None else (buf_uop, op.contiguous() if buf.forced_realize else op), buf.st) + # keep track of ops outside the big graph + buffers[buf_uop] = buf.buffer if op is not None: buf.buffer.ref(1) - ctx.lazybufs[ubuf] = buf - ctx.allbufs[ubuf] = ret + ctx.lazybufs[buf_uop] = buf + ctx.allbufs[buf_uop] = ret + if op.op is Ops.ASSIGN: ctx.assigns.add(buf_uop) for x in op.src: - if is_scheduled(x.base): ctx.children.setdefault(x.base.buf_uop, {})[ubuf] = None + if is_scheduled(x.base): ctx.children.setdefault(x.base.buf_uop, {})[buf_uop] = None return ret # **** AST graph rewrite @@ -178,7 +183,9 @@ to_si = PatternMatcher([ # ** fusion lazy = PatternMatcher([ + # gather the metadata for this kernel (UPat(tuple(Ops), name="x"), lambda ctx,x: ctx.metadata.add(m) if (m:=ctx.ops_metadata.get(x)) is not None else None), + # don't need contiguous anymore (UPat(Ops.CONTIGUOUS, src=(UPat.var("x"),)), lambda ctx,x: x), ]) @@ -375,6 +382,8 @@ do_realize = PatternMatcher([ (UPatScheduled(Ops.CAST, src=(UPat(Ops.VIEW, src=(UPat.var("xb"), UPat()), name="to_cast"),), dtype=dtypes.float).view(name="view"), fold_img_cast), # realize before COPY or BUFFER_VIEW (UPat((Ops.COPY, Ops.BUFFER_VIEW), src=(UPat.any(UPatScheduled(), UPatScheduled().view()),)), realize), + # ASSIGN only needs the buffer + (UPat(Ops.ASSIGN, src=(UPat(Ops.VIEW, name="dest"), UPat.var("src")), name="x"), lambda ctx,dest,src,x: x.replace(src=(dest.base.buf_uop, src))), ]) # ** this breaks down realized ops into STOREs and rewrites the ops to LOADs From d000c08f0467389f7df9d6d3d6524fc424c249d0 Mon Sep 17 00:00:00 2001 From: chenyu Date: Fri, 6 Dec 2024 13:38:29 -0500 Subject: [PATCH 46/83] fix return type of Tensor.pow (#8091) int to power of int should return int etc, it hints that we would like to have Ops.POW --- test/external/external_test_onnx_backend.py | 1 - test/test_ops.py | 13 +++++++++++++ tinygrad/tensor.py | 3 ++- 3 files changed, 15 insertions(+), 2 deletions(-) diff --git a/test/external/external_test_onnx_backend.py b/test/external/external_test_onnx_backend.py index b3f6ae86ee..73cb01b3e1 100644 --- a/test/external/external_test_onnx_backend.py +++ b/test/external/external_test_onnx_backend.py @@ -74,7 +74,6 @@ backend_test.exclude('test_dequantizelinear_e4m3fn_float16_cpu') backend_test.exclude('test_max_float16_cpu') backend_test.exclude('test_min_float16_cpu') -backend_test.exclude('test_pow_types_int*') backend_test.exclude('test_convinteger_*') backend_test.exclude('test_matmulinteger_*') diff --git a/test/test_ops.py b/test/test_ops.py index 31d8667ab6..743e53f302 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -548,6 +548,7 @@ class TestOps(unittest.TestCase): helper_test_op([()], lambda x: x**1.2, low=-30, high=-27) a, b = Tensor([0.0], requires_grad=True), torch.tensor([0.0], requires_grad=True) helper_test_op([], lambda: b**1.1, lambda: a**1.1) + def test_pow_const(self): helper_test_op([(45,65)], lambda x: x**1.0) helper_test_op([(45,65)], lambda x: x**-1.0) @@ -561,6 +562,18 @@ class TestOps(unittest.TestCase): # TODO: fix backward, should be nan helper_test_op(None, lambda x: (-2)**x, vals=[[-2.,-1,0,1,2,3]], forward_only=True) + def test_pow_int(self): + # TODO: better infra for these, helper_test_op creates buffer in long first, so WEBGPU fails + def _test(base, exponent): + np.testing.assert_equal((Tensor(base) ** Tensor(exponent)).numpy(), + (torch.tensor(base, dtype=torch.int) ** torch.tensor(exponent, dtype=torch.int)).numpy()) + + for base in ([1, 2, 3], [-1, -2, -3]): + for exponent in ([2, 3, 4], [-2, -3, -4]): + _test(base, exponent) + # NOTE: torch 0 ** -1 is 0 + _test([0, 0, 0], [0, 1, 2]) + def test_sqrt(self): helper_test_op([(45,65)], lambda x: x.sqrt()) helper_test_op([()], lambda x: x.sqrt()) diff --git a/tinygrad/tensor.py b/tinygrad/tensor.py index 8fdfb71809..0c91ea9388 100644 --- a/tinygrad/tensor.py +++ b/tinygrad/tensor.py @@ -3215,7 +3215,8 @@ class Tensor(SimpleMathTrait): # inject nan for negative base and non-integer exponent inject_nan = (negative_base * (exponent != exponent.trunc())).detach().where(math.nan, 1) # apply correct_sign inject_nan, and fix 0 ** 0 = 1 - return ((base == 0) * (exponent == 0)).detach().where(1, ret * correct_sign * inject_nan) + ret = ((base == 0) * (exponent == 0)).detach().where(1, ret * correct_sign * inject_nan) + return ret.round().cast(self.dtype) if not dtypes.is_float(self.dtype) else ret def maximum(self, x:Union[Tensor, ConstType]) -> Tensor: """ From e180a31c5e7fd3a1825aec21e64bdfa4ab123593 Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Fri, 6 Dec 2024 21:44:32 +0300 Subject: [PATCH 47/83] tiny metal cleanup (#8089) * tiny metal cleanup * cast * sry --- tinygrad/runtime/ops_metal.py | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/tinygrad/runtime/ops_metal.py b/tinygrad/runtime/ops_metal.py index c50f0076fa..be3f77c407 100644 --- a/tinygrad/runtime/ops_metal.py +++ b/tinygrad/runtime/ops_metal.py @@ -1,7 +1,7 @@ from __future__ import annotations import os, pathlib, struct, ctypes, tempfile, functools from typing import List, Any, Union, Tuple, cast -from tinygrad.helpers import prod, to_mv, getenv, round_up, _cache_dir, T +from tinygrad.helpers import prod, to_mv, getenv, round_up, _cache_dir, T, init_c_struct_t from tinygrad.device import Compiled, Compiler, CompileError, LRUAllocator from tinygrad.renderer.cstyle import MetalRenderer @@ -45,10 +45,7 @@ def msg(ptr: objc_id, selector: str, /, *args: Any, restype: type[T] = objc_id) def to_ns_str(s: str): return msg(libobjc.objc_getClass(b"NSString"), "stringWithUTF8String:", s.encode(), restype=objc_instance) -def to_struct(*t: int, _type: type = ctypes.c_ulong): - class Struct(ctypes.Structure): pass - Struct._fields_ = [(f"field{i}", _type) for i in range(len(t))] - return Struct(*t) +def to_struct(*t: int, _type: type = ctypes.c_ulong): return init_c_struct_t(tuple([(f"field{i}", _type) for i in range(len(t))]))(*t) def wait_check(cbuf: Any): msg(cbuf, "waitUntilCompleted") @@ -112,9 +109,8 @@ class MetalProgram: if lib[:4] == b"MTLB": # binary metal library data = libdispatch.dispatch_data_create(lib, len(lib), None, None) - error_library_creation = objc_instance() - self.library = msg(self.dev.sysdevice, "newLibraryWithData:error:", data, ctypes.byref(error_library_creation), restype=objc_instance) - error_check(error_library_creation) + self.library = msg(self.dev.sysdevice, "newLibraryWithData:error:", data, ctypes.byref(error_lib:=objc_instance()), restype=objc_instance) + error_check(error_lib) else: # metal source. rely on OS caching try: self.library = metal_src_to_library(self.dev, lib.decode()) @@ -137,7 +133,7 @@ class MetalProgram: encoder = msg(command_buffer, "computeCommandEncoder", restype=objc_instance) msg(encoder, "setComputePipelineState:", self.pipeline_state) for i,a in enumerate(bufs): msg(encoder, "setBuffer:offset:atIndex:", a.buf, a.offset, i) - for i,a in enumerate(vals,start=len(bufs)): msg(encoder, "setBytes:length:atIndex:", bytes(ctypes.c_int(a)), 4, i) + for i,a in enumerate(vals, start=len(bufs)): msg(encoder, "setBytes:length:atIndex:", bytes(ctypes.c_int(a)), 4, i) msg(encoder, "dispatchThreadgroups:threadsPerThreadgroup:", to_struct(*global_size), to_struct(*local_size)) msg(encoder, "endEncoding") msg(command_buffer, "commit") @@ -178,9 +174,7 @@ class MetalAllocator(LRUAllocator): src_dev.mtl_buffers_in_flight.append(src_command_buffer) def _as_buffer(self, src:MetalBuffer) -> memoryview: self.dev.synchronize() - ptr = msg(src.buf, "contents", restype=objc_id) # Shared memory, do not release here - array = (ctypes.c_char * (src.offset + src.size)).from_address(ptr.value) - return memoryview(array).cast("B")[src.offset:] + return to_mv(cast(int, msg(src.buf, "contents", restype=objc_id).value), src.size + src.offset)[src.offset:] def _copyin(self, dest:MetalBuffer, src:memoryview): self._as_buffer(dest)[:] = src def _copyout(self, dest:memoryview, src:MetalBuffer): dest[:] = self._as_buffer(src) def _offset(self, buf:MetalBuffer, size:int, offset:int): return MetalBuffer(buf.buf, size, offset) From aaf2379f97bfb0f17de1af1bc7d464cbb977243b Mon Sep 17 00:00:00 2001 From: mesozoic-egg <133102390+mesozoic-egg@users.noreply.github.com> Date: Sat, 7 Dec 2024 05:19:37 +0800 Subject: [PATCH 48/83] remove ordered parents, seems like dead code [pr] (#8092) * remove ordered parents, seems like dead code * no need to dedup --- tinygrad/codegen/kernel.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/tinygrad/codegen/kernel.py b/tinygrad/codegen/kernel.py index 4428a71e0a..42ea349a58 100644 --- a/tinygrad/codegen/kernel.py +++ b/tinygrad/codegen/kernel.py @@ -63,9 +63,7 @@ class Kernel: print(self.ast) raise e - @functools.lru_cache(None) - def ordered_parents(op:UOp) -> List[UOp]: return dedup([item for x in op.src for item in ordered_parents(x)] + [op]) - self.reduceops = dedup([x for x in ordered_parents(self.ast) if x.op is Ops.REDUCE_AXIS]) + self.reduceops = [x for x in self.ast.toposort if x.op is Ops.REDUCE_AXIS] self.vars: List[Variable] = self.ast.variables() # NOTE: this requires a specific order with the [::-1], this is likely a bug From a97b8fa3c5ede7e5100ceb1dd58593f4a670c553 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Fri, 6 Dec 2024 23:21:19 +0200 Subject: [PATCH 49/83] maskless const can lower without valid, p1 [pr] (#8094) --- test/unit/test_verify_ast.py | 6 ++++++ tinygrad/codegen/kernel.py | 3 ++- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/test/unit/test_verify_ast.py b/test/unit/test_verify_ast.py index b114c0a773..d38967a7c8 100644 --- a/test/unit/test_verify_ast.py +++ b/test/unit/test_verify_ast.py @@ -88,5 +88,11 @@ class TestVerifyAST(unittest.TestCase): st = UOp.store(buf, ShapeTracker.from_shape((32, 1)).to_uop(), r.view(r.st.expand((32, 1)))+a) with self.assertRaisesRegex(InvalidASTException, "swizzle"): helper_test_verify_ast(st) + def test_flat_const_always_valid(self): + buf = UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), (), 0) + a = UOp.const(dtypes.int, 0).cast(dtypes.float) + st = UOp.store(buf, ShapeTracker.from_shape(()).to_uop(), a) + helper_test_verify_ast(st) + if __name__ == '__main__': unittest.main() diff --git a/tinygrad/codegen/kernel.py b/tinygrad/codegen/kernel.py index 42ea349a58..a30abd2a2f 100644 --- a/tinygrad/codegen/kernel.py +++ b/tinygrad/codegen/kernel.py @@ -733,7 +733,8 @@ def _assert_valid_uop(uop:UOp, st:ShapeTracker, sts:Dict[UOp, ShapeTracker]) -> st = uop.arg # everything else inherits shape else: - st = (src_sts:=[sts[x] for x in uop.src if x.has_st])[0] + if len(src_sts:=[sts[x] for x in uop.src if x in sts]) == 0: return None + st = src_sts[0] if not all_same(shapes:=[x.shape for x in src_sts]): if all_same(sizes:=[prod(x) for x in shapes]): raise AssertionError(f"found implicit reshape {shapes}") raise AssertionError(f"found implicit expand {sizes} {shapes}") From 564b3a3e1b3dac1d4595c961f55d95df5c140058 Mon Sep 17 00:00:00 2001 From: chenyu Date: Fri, 6 Dec 2024 16:58:09 -0500 Subject: [PATCH 50/83] onnx Bitwise ops (#8095) free stuff! --- extra/onnx_ops.py | 4 ++++ test/external/external_test_onnx_backend.py | 1 - 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/extra/onnx_ops.py b/extra/onnx_ops.py index edd24d64da..e3aac6fd1d 100644 --- a/extra/onnx_ops.py +++ b/extra/onnx_ops.py @@ -17,6 +17,10 @@ def LessOrEqual(x:Tensor,y:Tensor): return x <= y def Greater(x:Tensor,y:Tensor): return x > y def GreaterOrEqual(x:Tensor,y:Tensor): return x >= y def Equal(x:Tensor,y:Tensor): return x == y +def BitwiseNot(x:Tensor): return ~x +def BitwiseOr(x:Tensor, y:Tensor): return x | y +def BitwiseAnd(x:Tensor, y:Tensor): return x & y +def BitwiseXor(x:Tensor, y:Tensor): return x ^ y def Max(*data_0): return functools.reduce(Tensor.maximum, data_0) def Min(*data_0): return functools.reduce(Tensor.minimum, data_0) def Sum(*data_0): return functools.reduce(Tensor.add, data_0) diff --git a/test/external/external_test_onnx_backend.py b/test/external/external_test_onnx_backend.py index 73cb01b3e1..593e0aa62d 100644 --- a/test/external/external_test_onnx_backend.py +++ b/test/external/external_test_onnx_backend.py @@ -122,7 +122,6 @@ backend_test.exclude('test_affine_grid_3d_expanded_cpu') backend_test.exclude('test_range_int32_type_negative_delta_expanded_cpu') # unsupported (strange) ops -backend_test.exclude('test_bitwise_*') backend_test.exclude('test_blackmanwindow_*') backend_test.exclude('test_bernoulli_*') backend_test.exclude('test_det_*') From e9692de42b2bad1cd6ce3818a25145f03475bac2 Mon Sep 17 00:00:00 2001 From: chenyu Date: Fri, 6 Dec 2024 17:22:17 -0500 Subject: [PATCH 51/83] don't FUZZ_ALL_ACTIONS in fuzz_linearizer.py (#8096) mostly for speed, this is just making sure the script runs --- .github/workflows/test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 240c0233a7..3ef10566a1 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -439,7 +439,7 @@ jobs: - name: Test Beam Search run: PYTHONPATH="." METAL=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py - name: Fuzz Test linearizer - run: PYTHONPATH="." METAL=1 FUZZ_ALL_ACTIONS=1 DEPTH=2 FUZZ_N=24 FUZZ_MAX_SIZE=1000000 python test/external/fuzz_linearizer.py + run: PYTHONPATH="." METAL=1 DEPTH=4 FUZZ_N=50 FUZZ_MAX_SIZE=1000000 python test/external/fuzz_linearizer.py # - name: Fuzz Test models schedule # run: FUZZ_SCHEDULE=1 FUZZ_SCHEDULE_MAX_PATHS=5 python -m pytest test/models/test_train.py test/models/test_end2end.py - name: Run TRANSCENDENTAL math From 2d321646b86d961f1d8b90173efa19fac1dc376e Mon Sep 17 00:00:00 2001 From: chenyu Date: Fri, 6 Dec 2024 20:33:36 -0500 Subject: [PATCH 52/83] default tensors to int32 in test_ops (#8097) torch defaults to int64 but we care more about int32 anyway. remove skipped tests due to int64 not supported --- test/test_ops.py | 57 +++++++++++++++++++----------------------------- 1 file changed, 22 insertions(+), 35 deletions(-) diff --git a/test/test_ops.py b/test/test_ops.py index 743e53f302..8ea760bc1b 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -71,6 +71,9 @@ def prepare_test_op(low, high, shps, vals, forward_only=False): np.random.seed(0) np_data = [np.random.uniform(low=low, high=high, size=size).astype(_to_np_dtype(dtypes.default_float)) for size in shps] ts = [torch.tensor(data, requires_grad=(not forward_only)) for data in np_data] + for i in range(len(ts)): + # NOTE: torch default int64 for python ints input + if ts[i].dtype == torch.int64: ts[i] = ts[i].type(torch.int32) tst = [Tensor(x.detach().numpy(), requires_grad=(not forward_only and not FORWARD_ONLY)) for x in ts] return ts, tst @@ -312,8 +315,7 @@ class TestOps(unittest.TestCase): def _test_cmp(self, fxn, reverse=True): # test different dtypes helper_test_op(None, fxn, fxn, forward_only=True, vals=[[0.,1,2], [2.,1,0]]) - if is_dtype_supported(dtypes.long): - helper_test_op(None, fxn, fxn, forward_only=True, vals=[[0,1,2], [2,1,0]]) + helper_test_op(None, fxn, fxn, forward_only=True, vals=[[0,1,2], [2,1,0]]) helper_test_op(None, fxn, fxn, forward_only=True, vals=[[True, True, False], [False,True,False]]) # test broadcasting for shps in [[(3, 4, 5), (3, 4, 5)], [(3, 4, 5), (5,)], [(5,), (3, 4, 5)]]: @@ -563,10 +565,7 @@ class TestOps(unittest.TestCase): helper_test_op(None, lambda x: (-2)**x, vals=[[-2.,-1,0,1,2,3]], forward_only=True) def test_pow_int(self): - # TODO: better infra for these, helper_test_op creates buffer in long first, so WEBGPU fails - def _test(base, exponent): - np.testing.assert_equal((Tensor(base) ** Tensor(exponent)).numpy(), - (torch.tensor(base, dtype=torch.int) ** torch.tensor(exponent, dtype=torch.int)).numpy()) + def _test(base, exponent): helper_test_op(None, lambda x,y: x**y, vals=[base, exponent], forward_only=True) for base in ([1, 2, 3], [-1, -2, -3]): for exponent in ([2, 3, 4], [-2, -3, -4]): @@ -1098,9 +1097,8 @@ class TestOps(unittest.TestCase): helper_test_op([(45,3)], lambda x: x.min().mul(0.5)) helper_test_op([()], lambda x: x.min()) - if is_dtype_supported(dtypes.long): - helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[0, -2**31]]) - helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[-2**31, 0]]) + helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[-2**31, 0]]) helper_test_op(None, lambda x: x.type(torch.bool).min(), lambda x: x.cast(dtypes.bool).min(), forward_only=True, vals=[[False, True]]) helper_test_op(None, lambda x: x.type(torch.bool).min(), lambda x: x.cast(dtypes.bool).min(), forward_only=True, vals=[[True, False]]) @@ -1111,9 +1109,8 @@ class TestOps(unittest.TestCase): helper_test_op([(3,4,5,6)], lambda x: x.max(axis=1)[0], lambda x: x.max(axis=1)) helper_test_op([()], lambda x: x.max()) - if is_dtype_supported(dtypes.long): - helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[0, -2**31]]) - helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[-2**31, 0]]) + helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[-2**31, 0]]) helper_test_op(None, lambda x: x.type(torch.bool).max(), lambda x: x.cast(dtypes.bool).max(), forward_only=True, vals=[[False, True]]) helper_test_op(None, lambda x: x.type(torch.bool).max(), lambda x: x.cast(dtypes.bool).max(), forward_only=True, vals=[[True, False]]) @@ -1216,12 +1213,10 @@ class TestOps(unittest.TestCase): helper_test_op([(3,4,5,6)], lambda x: torch.stack(torch.std_mean(x, axis=(1,2))), lambda x: Tensor.stack(*x.std_mean(axis=(1,2)))) def test_softmax(self): - # exceed per kernel buffer limit with backward - forward_only = (Device.DEFAULT == "WEBGPU") - helper_test_op([(45,65)], torch.nn.Softmax(dim=1), Tensor.softmax, atol=1e-7, grad_atol=1e-7, forward_only=forward_only) - helper_test_op([(45)], torch.nn.Softmax(dim=0), Tensor.softmax, atol=1e-7, grad_atol=1e-7, forward_only=forward_only) - helper_test_op([()], torch.nn.Softmax(dim=0), Tensor.softmax, atol=1e-7, grad_atol=1e-7, forward_only=forward_only) - helper_test_op([()], torch.nn.Softmax(dim=-1), Tensor.softmax, atol=1e-7, grad_atol=1e-7, forward_only=forward_only) + helper_test_op([(45,65)], torch.nn.Softmax(dim=1), Tensor.softmax, atol=1e-7, grad_atol=1e-7) + helper_test_op([(45)], torch.nn.Softmax(dim=0), Tensor.softmax, atol=1e-7, grad_atol=1e-7) + helper_test_op([()], torch.nn.Softmax(dim=0), Tensor.softmax, atol=1e-7, grad_atol=1e-7) + helper_test_op([()], torch.nn.Softmax(dim=-1), Tensor.softmax, atol=1e-7, grad_atol=1e-7) def test_softmax_other_axis(self): helper_test_op([(10,10,10)], lambda x: x.softmax(0), atol=1e-7, grad_atol=1e-7) helper_test_op([(10,10,10)], lambda x: x.softmax(1), atol=1e-7, grad_atol=1e-7) @@ -2246,7 +2241,7 @@ class TestOps(unittest.TestCase): helper_test_op([(1,128), (128,128)], lambda x,y: (x@y).relu()) @unittest.skip("this test is broken #862") - def test_max_inf(self): + def test_max_nan(self): n = Tensor([1, float("nan")]).max().numpy() assert math.isnan(n.item()), f"{n.item()} is not nan" @@ -2484,45 +2479,39 @@ class TestOps(unittest.TestCase): helper_test_op([(32,10), (32,10)], lambda x,y: torch.nn.functional.cross_entropy(x, y, label_smoothing=ls), lambda x,y: x.cross_entropy(y, label_smoothing=ls)) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss(self): helper_test_op([(32,10), (32)], lambda x,y: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long)), - lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.long)), forward_only=True) + lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.int32)), forward_only=True) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss_3d(self): helper_test_op([(32,10,3,3,3), (32,3,3,3)], lambda x,y: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long)), - lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.long)), forward_only=True) + lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.int32)), forward_only=True) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss_reductions(self): for r in ("mean", "sum", "none"): helper_test_op([(32,10), (32)], lambda x,y: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long), reduction=r), - lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.long), reduction=r), forward_only=True) + lambda x,y: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.int32), reduction=r), forward_only=True) self.helper_test_exception([(32,10), (32)], lambda x,y: torch.nn.functional.nll_loss(x, torch.clip(y,0).type(torch.long), reduction="typo"), - lambda x,y: x.nll_loss(y.clip(0).cast(dtypes.long), reduction="typo"), expected=ValueError) + lambda x,y: x.nll_loss(y.clip(0).cast(dtypes.int32), reduction="typo"), expected=ValueError) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss_weight(self): for r in ("mean", "sum", "none"): helper_test_op([(32,10), (32), (10)], lambda x,y,z: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long), weight=z, reduction=r), - lambda x,y,z: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.long), weight=z, reduction=r), forward_only=True) + lambda x,y,z: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.int32), weight=z, reduction=r), forward_only=True) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss_3d_weight(self): for r in ("mean", "sum", "none"): helper_test_op([(32,10,3,3,3), (32,3,3,3), (10)], lambda x,y,z: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long), weight=z, reduction=r), - lambda x,y,z: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.long), weight=z, reduction=r), forward_only=True) + lambda x,y,z: x.log_softmax(axis=1).nll_loss(y.clip(0).cast(dtypes.int32), weight=z, reduction=r), forward_only=True) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_nll_loss_ignore_index(self): logits = [[2.0, 0.5, -1.0], [1.5, 2.5, -0.5], @@ -2530,7 +2519,7 @@ class TestOps(unittest.TestCase): targets = [0, 1, 2] helper_test_op(None, lambda x,y: torch.nn.functional.nll_loss(torch.nn.functional.log_softmax(x, dim=1), torch.clip(y,0).type(torch.long), ignore_index=1), - lambda x,y: x.log_softmax().nll_loss(y.clip(0).cast(dtypes.long), ignore_index=1), + lambda x,y: x.log_softmax().nll_loss(y.clip(0), ignore_index=1), forward_only=True, vals=[logits, targets]) def test_one_hot(self): @@ -2552,8 +2541,7 @@ class TestOps(unittest.TestCase): @unittest.skipIf(Device.DEFAULT == "QCOM", "OpenCL fails to compile this (both on GPU(qcom)/QCOM backends)") def test_cast(self): helper_test_op([(3, 3)], lambda x: x.float()) - if is_dtype_supported(dtypes.long): - helper_test_op(None, lambda x: x.float(), vals=[[0, 1, 2, 3]], forward_only=True) + helper_test_op(None, lambda x: x.float(), vals=[[0, 1, 2, 3]], forward_only=True) helper_test_op(None, lambda x: x.float(), vals=[[True, False]], forward_only=True) helper_test_op([(3, 3)], lambda x: x.int(), forward_only=True) helper_test_op([(3, 3)], lambda x: x.bool(), forward_only=True) @@ -2587,7 +2575,6 @@ class TestOpsUint8(unittest.TestCase): lambda x: torch.nn.functional.interpolate((10*x).relu().type(torch.uint8), size=out_sz, mode="nearest-exact"), lambda x: Tensor.interpolate((10*x).relu().cast('uint8'), size=out_sz, mode="nearest-exact"), forward_only=True) - @unittest.skipUnless(is_dtype_supported(dtypes.long), f"no long on {Device.DEFAULT}") def test_min(self): helper_test_op(None, lambda x: x.type(torch.uint8).min(), From 0ed731b5ea557497b782989d77a6351450c831d8 Mon Sep 17 00:00:00 2001 From: leopf <43857362+leopf@users.noreply.github.com> Date: Sat, 7 Dec 2024 02:55:41 +0100 Subject: [PATCH 53/83] torch_load with Tensors (#8037) * torch_load with Tensors * remove passthrough_reset + use accept_filename * Revert "remove passthrough_reset" * version note * cleanup --- tinygrad/nn/state.py | 33 +++++++++++++++++---------------- 1 file changed, 17 insertions(+), 16 deletions(-) diff --git a/tinygrad/nn/state.py b/tinygrad/nn/state.py index 1153811398..e0e2102852 100644 --- a/tinygrad/nn/state.py +++ b/tinygrad/nn/state.py @@ -1,4 +1,4 @@ -import os, json, pathlib, zipfile, pickle, tarfile, struct, functools, io +import json, pathlib, zipfile, pickle, tarfile, struct, functools, io from typing import Dict, Union, List, Optional, Any, Tuple, Callable, BinaryIO, Iterable, TypeVar from tinygrad.tensor import Tensor from tinygrad.dtype import dtypes @@ -172,7 +172,8 @@ def tar_extract(t: Tensor) -> Dict[str, Tensor]: # torch support! -def torch_load(fn:str) -> Dict[str, Tensor]: +@accept_filename +def torch_load(t:Tensor) -> Dict[str, Tensor]: """ Loads a torch .pth file from disk. @@ -180,8 +181,6 @@ def torch_load(fn:str) -> Dict[str, Tensor]: state_dict = nn.state.torch_load("test.pth") ``` """ - t = Tensor.empty(os.stat(fn).st_size, dtype=dtypes.uint8, device=f"disk:{fn}") - offsets: Dict[Union[str, int], int] = {} lens: Dict[Union[str, int], int] = {} def _rebuild_tensor_v2(storage, storage_offset, size, stride, requires_grad=None, backward_hooks=None, metadata=None): @@ -222,8 +221,11 @@ def torch_load(fn:str) -> Dict[str, Tensor]: return intercept[name] if module_root == "torch" else super().find_class(module, name) def persistent_load(self, pid): return deserialized_objects.get(pid, pid) - if zipfile.is_zipfile(fn): - myzip = zipfile.ZipFile(fn, 'r') + fobj = io.BufferedReader(TensorIO(t)) + def passthrough_reset(v: bool): return fobj.seek(0, 0) or v + + if passthrough_reset(zipfile.is_zipfile(fobj)): # NOTE: passthrough_reset required to support python < 3.14 + myzip = zipfile.ZipFile(fobj, 'r') base_name = myzip.namelist()[0].split('/', 1)[0] for n in myzip.namelist(): if n.startswith(f'{base_name}/data/'): @@ -231,8 +233,8 @@ def torch_load(fn:str) -> Dict[str, Tensor]: offsets[n.split("/")[-1]] = myfile._orig_compress_start # type: ignore with myzip.open(f'{base_name}/data.pkl') as myfile: return TorchPickle(myfile).load() - elif tarfile.is_tarfile(fn): - with tarfile.open(fn, "r") as tar: + elif passthrough_reset(tarfile.is_tarfile(fobj)): # NOTE: passthrough_reset required to support python < 3.11 + with tarfile.open(fileobj=fobj, mode="r") as tar: storages_offset = tar.getmember('storages').offset_data f = unwrap(tar.extractfile('storages')) for i in range(TorchPickle(f).load()): # num_storages @@ -247,14 +249,13 @@ def torch_load(fn:str) -> Dict[str, Tensor]: deserialized_objects[str(key)] = _rebuild_tensor_v2((None, storage_type, storage_id, None, -1), storage_offset, size, stride) return {k:v.tensor if isinstance(v, Parameter) else v for k,v in TorchPickle(unwrap(tar.extractfile('pickle'))).load().items()} else: - with open(fn, "rb") as f: - pkl = TorchPickle(f) - _, _, _, rwd, _, ids, base_offset = pkl.load(), pkl.load(), pkl.load(), f.tell(), pkl.load(), pkl.load(), f.tell() - for i in ids: - offsets[i] = base_offset + 8 - base_offset += 8 + lens[i] - f.seek(rwd) - return TorchPickle(f).load() + pkl = TorchPickle(fobj) + _, _, _, rwd, _, ids, base_offset = pkl.load(), pkl.load(), pkl.load(), fobj.tell(), pkl.load(), pkl.load(), fobj.tell() + for i in ids: + offsets[i] = base_offset + 8 + base_offset += 8 + lens[i] + fobj.seek(rwd) + return TorchPickle(fobj).load() def ggml_data_to_tensor(t: Tensor, n: int, ggml_type: int) -> Tensor: """ From 22feb3a2f1ba6ad6276ccb67498ef08365135a3b Mon Sep 17 00:00:00 2001 From: George Hotz <72895+geohot@users.noreply.github.com> Date: Sat, 7 Dec 2024 13:26:26 +0800 Subject: [PATCH 54/83] move copy into the JIT for openpilot compile3 (#7937) * move copy into the JIT, test fails * ahh, prune was the issue --- examples/openpilot/compile3.py | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/examples/openpilot/compile3.py b/examples/openpilot/compile3.py index 87776e777c..12f1b51470 100644 --- a/examples/openpilot/compile3.py +++ b/examples/openpilot/compile3.py @@ -5,7 +5,7 @@ if "IMAGE" not in os.environ: os.environ["IMAGE"] = "2" if "NOLOCALS" not in os.environ: os.environ["NOLOCALS"] = "1" if "JIT_BATCH_SIZE" not in os.environ: os.environ["JIT_BATCH_SIZE"] = "0" -from tinygrad import fetch, Tensor, TinyJit, Context, GlobalCounters +from tinygrad import fetch, Tensor, TinyJit, Context, GlobalCounters, Device from tinygrad.helpers import DEBUG, getenv from tinygrad.tensor import _from_np_dtype @@ -30,18 +30,22 @@ def compile(): if getenv("FLOAT16", 0) == 0: input_types = {k:(np.float32 if v==np.float16 else v) for k,v in input_types.items()} Tensor.manual_seed(100) new_inputs = {k:Tensor.randn(*shp, dtype=_from_np_dtype(input_types[k])).mul(8).realize() for k,shp in sorted(input_shapes.items())} + new_inputs_numpy = {k:v.numpy() for k,v in new_inputs.items()} print("created tensors") - run_onnx_jit = TinyJit(lambda **kwargs: run_onnx(kwargs), prune=True) + run_onnx_jit = TinyJit(lambda **kwargs: + next(iter(run_onnx({k:v.to(Device.DEFAULT) for k,v in kwargs.items()}).values())).cast('float32'), prune=True) for i in range(3): GlobalCounters.reset() print(f"run {i}") + inputs = {**{k:v.clone() for k,v in new_inputs.items() if 'img' in k}, + **{k:Tensor(v, device="NPY").realize() for k,v in new_inputs_numpy.items() if 'img' not in k}} with Context(DEBUG=max(DEBUG.value, 2 if i == 2 else 1)): - ret = next(iter(run_onnx_jit(**new_inputs).values())).cast('float32').numpy() + ret = run_onnx_jit(**inputs).numpy() # copy i == 1 so use of JITBEAM is okay if i == 1: test_val = np.copy(ret) print(f"captured {len(run_onnx_jit.captured.jit_cache)} kernels") - np.testing.assert_equal(test_val, ret) + np.testing.assert_equal(test_val, ret, "JIT run failed") print("jit run validated") with open(OUTPUT, "wb") as f: @@ -64,10 +68,10 @@ def test(test_val=None): st = time.perf_counter() # Need to cast non-image inputs from numpy, this is only realistic way to run it inputs = {**{k:v for k,v in new_inputs.items() if 'img' in k}, - **{k:Tensor(v) for k,v in new_inputs_numpy.items() if 'img' not in k}} + **{k:Tensor(v, device="NPY").realize() for k,v in new_inputs_numpy.items() if 'img' not in k}} out = run(**inputs) mt = time.perf_counter() - val = out['outputs'].numpy() + val = out.numpy() et = time.perf_counter() print(f"enqueue {(mt-st)*1e3:6.2f} ms -- total run {(et-st)*1e3:6.2f} ms") print(out, val.shape, val.dtype) From 00ac0db9d401c64fce2614d8ec67d1399bb29967 Mon Sep 17 00:00:00 2001 From: George Hotz <72895+geohot@users.noreply.github.com> Date: Sat, 7 Dec 2024 14:01:51 +0800 Subject: [PATCH 55/83] np tensors have the memory from numpy in compile3 [pr] (#8098) --- examples/openpilot/compile3.py | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/examples/openpilot/compile3.py b/examples/openpilot/compile3.py index 12f1b51470..cc338bfbd5 100644 --- a/examples/openpilot/compile3.py +++ b/examples/openpilot/compile3.py @@ -60,15 +60,20 @@ def compile(): def test(test_val=None): with open(OUTPUT, "rb") as f: run = pickle.load(f) + + # same randomness as above Tensor.manual_seed(100) new_inputs = {nm:Tensor.randn(*st.shape, dtype=dtype).mul(8).realize() for nm, (st, _, dtype, _) in sorted(zip(run.captured.expected_names, run.captured.expected_st_vars_dtype_device))} new_inputs_numpy = {k:v.numpy() for k,v in new_inputs.items()} + + # create fake "from_blob" tensors for the inputs, and wrapped NPY tensors for the numpy inputs (these have the same underlying memory) + inputs = {**{k:v for k,v in new_inputs.items() if 'img' in k}, + **{k:Tensor(v, device="NPY").realize() for k,v in new_inputs_numpy.items() if 'img' not in k}} + + # run 20 times for _ in range(20): st = time.perf_counter() - # Need to cast non-image inputs from numpy, this is only realistic way to run it - inputs = {**{k:v for k,v in new_inputs.items() if 'img' in k}, - **{k:Tensor(v, device="NPY").realize() for k,v in new_inputs_numpy.items() if 'img' not in k}} out = run(**inputs) mt = time.perf_counter() val = out.numpy() @@ -78,6 +83,12 @@ def test(test_val=None): if test_val is not None: np.testing.assert_equal(test_val, val) print("**** test done ****") + # test that changing the numpy changes the model outputs + for v in new_inputs_numpy.values(): v *= 2 + out = run(**inputs) + changed_val = out.numpy() + np.testing.assert_raises(AssertionError, np.testing.assert_array_equal, val, changed_val) + if __name__ == "__main__": test_val = compile() if not getenv("RUN") else None test(test_val) From 07b6d5cf63f4da257a22525218313ccb28e16a80 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Sat, 7 Dec 2024 11:02:55 +0200 Subject: [PATCH 56/83] assign early folding (#8093) * assign early folding [pr] * move to to_si * - * fix generate_dataset * diff too big * no recreation, no diff * gzip * new sops from tiny10 * final try --- extra/datasets/sops.gz | Bin 548862 -> 1015634 bytes extra/optimization/extract_dataset.py | 4 ++-- extra/optimization/generate_dataset.sh | 3 ++- .../external/process_replay/process_replay.py | 1 + tinygrad/codegen/uopgraph.py | 2 -- tinygrad/engine/schedule.py | 5 +++-- 6 files changed, 8 insertions(+), 7 deletions(-) diff --git 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test.external.process_replay.process_replay import _pmap LOGOPS = os.getenv("LOGOPS", "/tmp/sops") -def extract_ast(*args) -> bool: +def extract_ast(*args) -> None: open(LOGOPS, "a").write(str(args[0]).replace("\n", "").replace(" ", "")+"\n") - return args[-1] + return None if __name__ == "__main__": _pmap("kernel", extract_ast) diff --git a/extra/optimization/generate_dataset.sh b/extra/optimization/generate_dataset.sh index afff89185e..85030a1c1b 100755 --- a/extra/optimization/generate_dataset.sh +++ b/extra/optimization/generate_dataset.sh @@ -1,5 +1,6 @@ #!/bin/bash export PAGE_SIZE=1 +export PYTHONPATH=. export LOGOPS=/tmp/ops export RUN_PROCESS_REPLAY=1 rm $LOGOPS @@ -24,5 +25,5 @@ JIT=2 BIG=1 MPS=1 python -m pytest test/test_speed_v_torch.py # extract, sort and uniq extra/optimization/extract_dataset.py -sort -u /tmp/ops > /tmp/sops +sort -u /tmp/ops > /tmp/sops ls -lh /tmp/ops /tmp/sops diff --git a/test/external/process_replay/process_replay.py b/test/external/process_replay/process_replay.py index 8b8d8ea9a3..95e56de660 100755 --- a/test/external/process_replay/process_replay.py +++ b/test/external/process_replay/process_replay.py @@ -54,6 +54,7 @@ def diff(offset:int, name:str, fxn:Callable) -> Union[Tuple[int, int], bool]: # try recreate try: with Context(**{k:v for k,v in args[-2].items() if k in ContextVar._cache and k != "DEBUG"}): good = fxn(*args[:-2]) + if good is None: continue except Exception as e: logging.warning(f"FAILED TO RECREATE KERNEL {e}") for x in args[:-1]: logging.info(x) diff --git a/tinygrad/codegen/uopgraph.py b/tinygrad/codegen/uopgraph.py index 8fcde3b0ac..9c987065db 100644 --- a/tinygrad/codegen/uopgraph.py +++ b/tinygrad/codegen/uopgraph.py @@ -239,8 +239,6 @@ arange_m = ((arange_augrng Date: Sat, 7 Dec 2024 12:37:47 +0200 Subject: [PATCH 57/83] VALID early folding (#8100) * fold valid * :) * fix test_verify_ast * keep symbolic working --- test/test_schedule.py | 4 ++-- test/unit/test_verify_ast.py | 5 +++-- tinygrad/engine/schedule.py | 3 +++ 3 files changed, 8 insertions(+), 4 deletions(-) diff --git a/test/test_schedule.py b/test/test_schedule.py index 1f3abccb74..2cef884c7d 100644 --- a/test/test_schedule.py +++ b/test/test_schedule.py @@ -1905,7 +1905,7 @@ class TestView(unittest.TestCase): b = a.pad(((0, 10), None))[10:] sched = check_schedule(b.contiguous(), 1) # TODO: this VALID can clean up, where do we need st? - self.assertIs(store_val(sched[-1]), UOp.const_with_shape(b.dtype, 0, b.lazydata.st.shape)) + self.assertIs(store_val(sched[-1]), UOp.const(b.dtype, 0)) run_schedule(sched) np.testing.assert_equal(b.numpy(), 0) @@ -1916,7 +1916,7 @@ class TestView(unittest.TestCase): assert b.shape == (10, 10) sched = check_schedule(b.contiguous(), 1) self.assertEqual(sched[-1].ast.full_shape, (10, 10)) - self.assertIs(store_val(sched[-1]), UOp.const_with_shape(b.dtype, 0, b.lazydata.st.shape)) + self.assertIs(store_val(sched[-1]), UOp.const(b.dtype, 0)) run_schedule(sched) np.testing.assert_equal(b.numpy(), 0) diff --git a/test/unit/test_verify_ast.py b/test/unit/test_verify_ast.py index d38967a7c8..d08319a747 100644 --- a/test/unit/test_verify_ast.py +++ b/test/unit/test_verify_ast.py @@ -78,8 +78,9 @@ class TestVerifyAST(unittest.TestCase): uop_sts = verify_ast(a.schedule()[-1].ast) store_st = [st for u,st in uop_sts.items() if u.op is Ops.STORE][0] self.assertEqual(store_st, ShapeTracker.from_shape((4, 4))) - const_st = [st for u,st in uop_sts.items() if u.op is Ops.VALID][0] - self.assertEqual(const_st, ShapeTracker.from_shape((1, 1)).expand((4, 4))) + with self.assertRaises(Exception, msg="unmasked valid folds"): + const_st = [st for u,st in uop_sts.items() if u.op is Ops.VALID][0] + self.assertEqual(const_st, ShapeTracker.from_shape((1, 1)).expand((4, 4))) def test_assert_swizzle(self): buf = UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), (), 0) diff --git a/tinygrad/engine/schedule.py b/tinygrad/engine/schedule.py index a7054c5a8a..c35f0a299e 100644 --- a/tinygrad/engine/schedule.py +++ b/tinygrad/engine/schedule.py @@ -178,6 +178,9 @@ check_preload = PatternMatcher([(UPat(Ops.PRELOAD, src=(UPat.var("b"), UPat()), to_si = PatternMatcher([ (UPat(Ops.VIEW, name="x"), _append_st_vars), (UPat(Ops.SINK, src=(UPat.store(UPat.var("b"), UPat(), UPat(GroupOp.Meta, name="x")),)), lambda ctx,b,x: x.replace(src=(b, *x.src))), + # unmasked VALID is just CONST + (UPat(Ops.VALID, name="valid").where(UPat.cvar("x"), UPat()), + lambda ctx,valid,x: x if all_int(valid.shape) and all(v.mask is None for v in valid.st.views) else None), # don't need contiguous or assign anymore (UPat(Ops.CONTIGUOUS, src=(UPat.var("x"),)), lambda ctx,x: x), (UPat(Ops.ASSIGN, src=(UPat(), UPat.var("x"),)), lambda ctx,x: x), From 8b1fa9cb7d791cb70824604f12cd5e4b8f20b3bb Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Sat, 7 Dec 2024 14:09:38 +0300 Subject: [PATCH 58/83] nv hcq queue touchups (#8102) --- tinygrad/runtime/ops_nv.py | 41 +++++++++++++++++++------------------- 1 file changed, 20 insertions(+), 21 deletions(-) diff --git a/tinygrad/runtime/ops_nv.py b/tinygrad/runtime/ops_nv.py index 4836aece38..9667745cab 100644 --- a/tinygrad/runtime/ops_nv.py +++ b/tinygrad/runtime/ops_nv.py @@ -71,8 +71,6 @@ def make_qmd_struct_type(): qmd_struct_t = make_qmd_struct_type() assert ctypes.sizeof(qmd_struct_t) == 0x40 * 4 -def nvmethod(subc, mthd, size, typ=2): return (typ << 28) | (size << 16) | (subc << 13) | (mthd >> 2) - class NVSignal(HCQSignal): def __init__(self, base_addr:Optional[int]=None, **kwargs): super().__init__(NVDevice.signals_pool.pop() if base_addr is None else base_addr, **kwargs, timestamp_divider=1000, value_off=0, timestamp_off=8) @@ -88,18 +86,19 @@ class NVCommandQueue(HWQueue[NVSignal, 'NVDevice', 'NVProgram', 'NVArgsState']): def __del__(self): if self.binded_device is not None: self.binded_device.allocator.free(self.hw_page, self.hw_page.size, BufferSpec(cpu_access=True, nolru=True)) + def nvm(self, subchannel, mthd, *args, typ=2): self.q((typ << 28) | (len(args) << 16) | (subchannel << 13) | (mthd >> 2), *args) + def setup(self, compute_class=None, copy_class=None, local_mem_window=None, shared_mem_window=None, local_mem=None, local_mem_tpc_bytes=None): - if compute_class: self.q(nvmethod(1, nv_gpu.NVC6C0_SET_OBJECT, 1), compute_class) - if copy_class: self.q(nvmethod(4, nv_gpu.NVC6C0_SET_OBJECT, 1), copy_class) - if local_mem_window: self.q(nvmethod(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_WINDOW_A, 2), *data64(local_mem_window)) - if shared_mem_window: self.q(nvmethod(1, nv_gpu.NVC6C0_SET_SHADER_SHARED_MEMORY_WINDOW_A, 2), *data64(shared_mem_window)) - if local_mem: self.q(nvmethod(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_A, 2), *data64(local_mem)) - if local_mem_tpc_bytes: self.q(nvmethod(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_NON_THROTTLED_A, 3), *data64(local_mem_tpc_bytes), 0xff) + if compute_class: self.nvm(1, nv_gpu.NVC6C0_SET_OBJECT, compute_class) + if copy_class: self.nvm(4, nv_gpu.NVC6C0_SET_OBJECT, copy_class) + if local_mem_window: self.nvm(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_WINDOW_A, *data64(local_mem_window)) + if shared_mem_window: self.nvm(1, nv_gpu.NVC6C0_SET_SHADER_SHARED_MEMORY_WINDOW_A, *data64(shared_mem_window)) + if local_mem: self.nvm(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_A, *data64(local_mem)) + if local_mem_tpc_bytes: self.nvm(1, nv_gpu.NVC6C0_SET_SHADER_LOCAL_MEMORY_NON_THROTTLED_A, *data64(local_mem_tpc_bytes), 0xff) return self def wait(self, signal:NVSignal, value:sint=0): - self.q(nvmethod(0, nv_gpu.NVC56F_SEM_ADDR_LO, 5), *data64_le(signal.value_addr), *data64_le(value), - (3 << 0) | (1 << 24)) # ACQUIRE | PAYLOAD_SIZE_64BIT + self.nvm(0, nv_gpu.NVC56F_SEM_ADDR_LO, *data64_le(signal.value_addr), *data64_le(value), (3 << 0) | (1 << 24)) # ACQUIRE | PAYLOAD_SIZE_64BIT self.active_qmd = None return self @@ -128,7 +127,7 @@ class NVCommandQueue(HWQueue[NVSignal, 'NVDevice', 'NVProgram', 'NVArgsState']): class NVComputeQueue(NVCommandQueue): def memory_barrier(self): - self.q(nvmethod(1, nv_gpu.NVC6C0_INVALIDATE_SHADER_CACHES_NO_WFI, 1), (1 << 12) | (1 << 4) | (1 << 0)) + self.nvm(1, nv_gpu.NVC6C0_INVALIDATE_SHADER_CACHES_NO_WFI, (1 << 12) | (1 << 4) | (1 << 0)) self.active_qmd = None return self @@ -143,8 +142,8 @@ class NVComputeQueue(NVCommandQueue): qmd.constant_buffer_addr_upper_0, qmd.constant_buffer_addr_lower_0 = data64(args_state.ptr) if self.active_qmd is None: - self.q(nvmethod(1, nv_gpu.NVC6C0_SEND_PCAS_A, 0x1), qmd_addr >> 8) - self.q(nvmethod(1, nv_gpu.NVC6C0_SEND_SIGNALING_PCAS2_B, 0x1), 9) + self.nvm(1, nv_gpu.NVC6C0_SEND_PCAS_A, qmd_addr >> 8) + self.nvm(1, nv_gpu.NVC6C0_SEND_SIGNALING_PCAS2_B, 9) else: self.active_qmd.dependent_qmd0_pointer = qmd_addr >> 8 self.active_qmd.dependent_qmd0_action = 1 @@ -163,9 +162,9 @@ class NVComputeQueue(NVCommandQueue): self.bind_sints(value, struct=self.active_qmd, start_field=f'release{i}_payload', fmt='Q') return self - self.q(nvmethod(0, nv_gpu.NVC56F_SEM_ADDR_LO, 5), *data64_le(signal.value_addr), *data64_le(value), - (1 << 0) | (1 << 20) | (1 << 24) | (1 << 25)) # RELEASE | RELEASE_WFI | PAYLOAD_SIZE_64BIT | RELEASE_TIMESTAMP - self.q(nvmethod(0, nv_gpu.NVC56F_NON_STALL_INTERRUPT, 1), 0x0) + self.nvm(0, nv_gpu.NVC56F_SEM_ADDR_LO, *data64_le(signal.value_addr), *data64_le(value), + (1 << 0) | (1 << 20) | (1 << 24) | (1 << 25)) # RELEASE | RELEASE_WFI | PAYLOAD_SIZE_64BIT | RELEASE_TIMESTAMP + self.nvm(0, nv_gpu.NVC56F_NON_STALL_INTERRUPT, 0x0) self.active_qmd = None return self @@ -173,14 +172,14 @@ class NVComputeQueue(NVCommandQueue): class NVCopyQueue(NVCommandQueue): def copy(self, dest:sint, src:sint, copy_size:int): - self.q(nvmethod(4, nv_gpu.NVC6B5_OFFSET_IN_UPPER, 4), *data64(src), *data64(dest)) - self.q(nvmethod(4, nv_gpu.NVC6B5_LINE_LENGTH_IN, 1), copy_size) - self.q(nvmethod(4, nv_gpu.NVC6B5_LAUNCH_DMA, 1), 0x182) # TRANSFER_TYPE_NON_PIPELINED | DST_MEMORY_LAYOUT_PITCH | SRC_MEMORY_LAYOUT_PITCH + self.nvm(4, nv_gpu.NVC6B5_OFFSET_IN_UPPER, *data64(src), *data64(dest)) + self.nvm(4, nv_gpu.NVC6B5_LINE_LENGTH_IN, copy_size) + self.nvm(4, nv_gpu.NVC6B5_LAUNCH_DMA, 0x182) # TRANSFER_TYPE_NON_PIPELINED | DST_MEMORY_LAYOUT_PITCH | SRC_MEMORY_LAYOUT_PITCH return self def signal(self, signal:NVSignal, value:sint=0): - self.q(nvmethod(4, nv_gpu.NVC6B5_SET_SEMAPHORE_A, 3), *data64(signal.value_addr), value) - self.q(nvmethod(4, nv_gpu.NVC6B5_LAUNCH_DMA, 1), 0x14) + self.nvm(4, nv_gpu.NVC6B5_SET_SEMAPHORE_A, *data64(signal.value_addr), value) + self.nvm(4, nv_gpu.NVC6B5_LAUNCH_DMA, 0x14) return self def _submit(self, dev:NVDevice): self._submit_to_gpfifo(dev, dev.dma_gpfifo) From 6be388be86a5bcef425b4f016ab39eff2a059817 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Sat, 7 Dec 2024 13:55:02 +0200 Subject: [PATCH 59/83] failing test for const folding breaking indexing [pr] (#8103) --- test/test_linearizer.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/test/test_linearizer.py b/test/test_linearizer.py index 076555291a..bdd866dddd 100644 --- a/test/test_linearizer.py +++ b/test/test_linearizer.py @@ -108,6 +108,25 @@ class TestLinearizer(unittest.TestCase): if skip and i in skip: continue assert ranges[i-1] != u, f"multireduce nested the ranges! {ranges[i-1], {u}}" + @unittest.expectedFailure + def test_const_alu_indexing(self): + st = ShapeTracker.from_shape((4,)).to_uop() + load = UOp.load(UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=1, src=()), st, dtype=dtypes.float) + op = load+UOp.const(dtypes.float, 1.0)*UOp.const(dtypes.float, -1) + store = UOp.store(UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=0, src=()), st, op) + Tensor.manual_seed(0) + x = Tensor.randn(4,).realize() + helper_linearizer_ast(store.sink(), [x], wanna_output=[x.numpy()+1*-1], opts=[]) + + def test_const_alu_indexing_one_const_fine(self): + st = ShapeTracker.from_shape((4,)).to_uop() + load = UOp.load(UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=1, src=()), st, dtype=dtypes.float) + op = load+UOp.const(dtypes.float, 1.0) + store = UOp.store(UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=0, src=()), st, op) + Tensor.manual_seed(0) + x = Tensor.randn(4,).realize() + helper_linearizer_ast(store.sink(), [x], wanna_output=[x.numpy()+1], opts=[]) + @unittest.skipIf(CI and Device.DEFAULT in {"AMD"}, "AMD CI doesn't support multiple sync threads yet") @unittest.skipUnless(Device[Device.DEFAULT].renderer.has_local, "test requires locals") @unittest.skipUnless(Device[Device.DEFAULT].renderer.has_shared, "test requires shared") From f8294b3bda76411885ed1985c52565dd67acd8f9 Mon Sep 17 00:00:00 2001 From: geohotstan <135171913+geohotstan@users.noreply.github.com> Date: Sun, 8 Dec 2024 05:34:38 +0800 Subject: [PATCH 60/83] add avg pool 3d failure test (#8105) * add test * try simplify test case * add TODO comment --- test/test_ops.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/test/test_ops.py b/test/test_ops.py index 8ea760bc1b..1329818cb8 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -2117,6 +2117,13 @@ class TestOps(unittest.TestCase): lambda x: torch.nn.functional.avg_pool2d(x, kernel_size=(111,28)), lambda x: Tensor.avg_pool2d(x, kernel_size=(111,28)), rtol=1e-5) + # TODO: linearizer block error + @unittest.expectedFailure + def test_avg_pool3d_failure(self): + helper_test_op([(1,1,16,16,16)], + lambda x: torch.nn.functional.avg_pool3d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), + lambda x: Tensor.avg_pool2d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), rtol=1e-5, forward_only=True) + def test_interpolate_linear(self): for in_sz, out_sz in [((52,),(29,)), ((29,),(52,))]: helper_test_op([(2,3)+in_sz], From b9c977f1c8534756abb05a3dbe16757d07b4aaf0 Mon Sep 17 00:00:00 2001 From: chenyu Date: Sat, 7 Dec 2024 17:19:43 -0500 Subject: [PATCH 61/83] clean up bounds in Tensor.shard (#8107) --- tinygrad/tensor.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/tinygrad/tensor.py b/tinygrad/tensor.py index 0c91ea9388..50a15e8427 100644 --- a/tinygrad/tensor.py +++ b/tinygrad/tensor.py @@ -367,14 +367,13 @@ class Tensor(SimpleMathTrait): assert isinstance(self.lazydata, LazyBuffer), "can't shard a MultiLazyBuffer" devices, bounds = tuple(Device.canonicalize(x) for x in devices), None if axis is not None: - if axis < 0: axis += len(self.shape) + axis = self._resolve_dim(axis) if splits is None: if not isinstance(total:=self.shape[axis], int): raise RuntimeError(f"cannot shard symbolic shape {self.shape=}, {axis=}") sz = ceildiv(total, len(devices)) splits = tuple([max(0, min(sz, total - sz*i)) for i in range(len(devices))]) assert sum(splits) == self.shape[axis], "specified splits do not sum up to axis shape" - boundaries = tuple(itertools.accumulate(splits)) - bounds = tuple(zip((0,) + boundaries, boundaries)) + bounds = tuple(itertools.pairwise(itertools.accumulate(splits, initial=0))) return Tensor(MultiLazyBuffer.from_sharded(self.lazydata, devices, axis, bounds), device=devices, requires_grad=self.requires_grad) def shard_(self, devices:Tuple[str, ...], axis:Optional[int]=None, splits:Optional[Tuple[int, ...]]=None): From d6e66095fd554d189b2dde7c3a8ce674e46ca603 Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Sun, 8 Dec 2024 13:29:43 +0300 Subject: [PATCH 62/83] hcq buffer is a class (#8106) * hcq buffer is a class * qcom * no from_mv in qcom * remove qcombuffer * useless cast * mypy * qcom fix * _md -> meta --- tinygrad/runtime/ops_amd.py | 32 +++++++++--------- tinygrad/runtime/ops_nv.py | 32 +++++++++--------- tinygrad/runtime/ops_qcom.py | 58 +++++++++++++++------------------ tinygrad/runtime/support/hcq.py | 12 +++---- 4 files changed, 65 insertions(+), 69 deletions(-) diff --git a/tinygrad/runtime/ops_amd.py b/tinygrad/runtime/ops_amd.py index a10fb38f9f..bac90a100a 100644 --- a/tinygrad/runtime/ops_amd.py +++ b/tinygrad/runtime/ops_amd.py @@ -270,7 +270,7 @@ class AMDAllocator(HCQAllocator['AMDDevice']): self.dev.synchronize() self.dev._gpu_free(opaque) - def map(self, buf:HCQBuffer): self.dev._gpu_map(buf._base if hasattr(buf, '_base') else buf) + def map(self, buf:HCQBuffer): self.dev._gpu_map(buf._base if buf._base is not None else buf) MAP_FIXED, MAP_NORESERVE = 0x10, 0x400 @@ -289,15 +289,15 @@ class AMDDevice(HCQCompiled): signals_pool:List[int] = [] gpus:List[pathlib.Path] = [] - def _gpu_map(self, mem): - if self.gpu_id in getattr(mem, "mapped_gpu_ids", []): return - mem.__setattr__("mapped_gpu_ids", getattr(mem, "mapped_gpu_ids", []) + [self.gpu_id]) - c_gpus = (ctypes.c_int32 * len(mem.mapped_gpu_ids))(*mem.mapped_gpu_ids) - stm = kfd.AMDKFD_IOC_MAP_MEMORY_TO_GPU(self.kfd, handle=mem.handle, device_ids_array_ptr=ctypes.addressof(c_gpus), - n_devices=len(mem.mapped_gpu_ids)) - assert stm.n_success == len(mem.mapped_gpu_ids) + def _gpu_map(self, mem:HCQBuffer): + if self.gpu_id in getattr(mem.meta, "mapped_gpu_ids", []): return + mem.meta.__setattr__("mapped_gpu_ids", getattr(mem.meta, "mapped_gpu_ids", []) + [self.gpu_id]) + c_gpus = (ctypes.c_int32 * len(mem.meta.mapped_gpu_ids))(*mem.meta.mapped_gpu_ids) + stm = kfd.AMDKFD_IOC_MAP_MEMORY_TO_GPU(self.kfd, handle=mem.meta.handle, device_ids_array_ptr=ctypes.addressof(c_gpus), + n_devices=len(mem.meta.mapped_gpu_ids)) + assert stm.n_success == len(mem.meta.mapped_gpu_ids) - def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False): + def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False) -> HCQBuffer: flags = kfd.KFD_IOC_ALLOC_MEM_FLAGS_WRITABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_EXECUTABLE | kfd.KFD_IOC_ALLOC_MEM_FLAGS_NO_SUBSTITUTE if uncached: flags |= kfd.KFD_IOC_ALLOC_MEM_FLAGS_COHERENT | kfd.KFD_IOC_ALLOC_MEM_FLAGS_UNCACHED | kfd.KFD_IOC_ALLOC_MEM_FLAGS_GTT @@ -321,16 +321,16 @@ class AMDDevice(HCQCompiled): buf = libc.mmap(mem.va_addr, mem.size, mmap.PROT_READ | mmap.PROT_WRITE, mmap.MAP_SHARED | MAP_FIXED, self.drm_fd, mem.mmap_offset) assert addr == buf == mem.va_addr - self._gpu_map(mem) - return mem + self._gpu_map(hcqbuf:=HCQBuffer(mem.va_addr, mem.size, meta=mem)) + return hcqbuf - def _gpu_free(self, mem): - if len(gpus:=getattr(mem, "mapped_gpu_ids", [])): + def _gpu_free(self, mem:HCQBuffer): + if len(gpus:=getattr(mem.meta, "mapped_gpu_ids", [])): c_gpus = (ctypes.c_int32 * len(gpus))(*gpus) - stm = kfd.AMDKFD_IOC_UNMAP_MEMORY_FROM_GPU(self.kfd, handle=mem.handle, device_ids_array_ptr=ctypes.addressof(c_gpus), n_devices=len(gpus)) + stm = kfd.AMDKFD_IOC_UNMAP_MEMORY_FROM_GPU(self.kfd, handle=mem.meta.handle, device_ids_array_ptr=ctypes.addressof(c_gpus), n_devices=len(gpus)) assert stm.n_success == len(gpus) libc.munmap(mem.va_addr, mem.size) - kfd.AMDKFD_IOC_FREE_MEMORY_OF_GPU(self.kfd, handle=mem.handle) + kfd.AMDKFD_IOC_FREE_MEMORY_OF_GPU(self.kfd, handle=mem.meta.handle) def __init__(self, device:str=""): if AMDDevice.kfd == -1: @@ -356,7 +356,7 @@ class AMDDevice(HCQCompiled): AMDDevice.signals_page = self._gpu_alloc(16 * 65536, uncached=True) AMDDevice.event_page = self._gpu_alloc(0x8000, uncached=True) AMDDevice.signals_pool = [self.signals_page.va_addr + off for off in range(0, AMDDevice.signals_page.size, 16)] - kfd.AMDKFD_IOC_CREATE_EVENT(AMDDevice.kfd, event_page_offset=AMDDevice.event_page.handle) + kfd.AMDKFD_IOC_CREATE_EVENT(AMDDevice.kfd, event_page_offset=AMDDevice.event_page.meta.handle) else: self._gpu_map(AMDDevice.signals_page) self._gpu_map(AMDDevice.event_page) diff --git a/tinygrad/runtime/ops_nv.py b/tinygrad/runtime/ops_nv.py index 9667745cab..9e6fc138c9 100644 --- a/tinygrad/runtime/ops_nv.py +++ b/tinygrad/runtime/ops_nv.py @@ -268,7 +268,7 @@ class NVAllocator(HCQAllocator['NVDevice']): self.dev.synchronize() self.dev._gpu_free(opaque) - def map(self, buf:HCQBuffer): self.dev._gpu_map(buf._base if hasattr(buf, '_base') else buf) + def map(self, buf:HCQBuffer): self.dev._gpu_map(buf._base if buf._base is not None else buf) @dataclass class GPFifo: @@ -309,7 +309,7 @@ class NVDevice(HCQCompiled[NVSignal]): os.close(fd_dev) return res - def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False, contiguous=False, map_flags=0, tag=""): + def _gpu_alloc(self, size:int, host=False, uncached=False, cpu_access=False, contiguous=False, map_flags=0, tag="") -> HCQBuffer: # Uncached memory is "system". Use huge pages only for gpu memory. page_size = (4 << 10) if uncached or host else ((2 << 20) if size >= (8 << 20) else (4 << 10)) size = round_up(size, page_size) @@ -347,29 +347,29 @@ class NVDevice(HCQCompiled[NVSignal]): return self._gpu_uvm_map(va_addr, size, mem_handle, has_cpu_mapping=cpu_access or host, tag=tag) - def _gpu_free(self, mem): - if mem.hMemory > NVDevice.host_object_enumerator: # not a host object, clear phys mem. - made = nv_gpu.NVOS00_PARAMETERS(hRoot=self.root, hObjectParent=self.nvdevice, hObjectOld=mem.hMemory) + def _gpu_free(self, mem:HCQBuffer): + if mem.meta.hMemory > NVDevice.host_object_enumerator: # not a host object, clear phys mem. + made = nv_gpu.NVOS00_PARAMETERS(hRoot=self.root, hObjectParent=self.nvdevice, hObjectOld=mem.meta.hMemory) nv_iowr(self.fd_ctl, nv_gpu.NV_ESC_RM_FREE, made) if made.status != 0: raise RuntimeError(f"_gpu_free returned {get_error_str(made.status)}") self._debug_mappings.pop((mem.va_addr, mem.size)) uvm.free(self.fd_uvm, base=mem.va_addr, length=mem.size) - if mem.has_cpu_mapping: libc.munmap(mem.va_addr, mem.size) + if mem.meta.has_cpu_mapping: libc.munmap(mem.va_addr, mem.size) - def _gpu_uvm_map(self, va_base, size, mem_handle, create_range=True, has_cpu_mapping=False, tag="") -> nv_gpu.UVM_MAP_EXTERNAL_ALLOCATION_PARAMS: + def _gpu_uvm_map(self, va_base, size, mem_handle, create_range=True, has_cpu_mapping=False, tag="") -> HCQBuffer: if create_range: uvm.create_external_range(self.fd_uvm, base=va_base, length=size) attrs = (nv_gpu.struct_c__SA_UvmGpuMappingAttributes*256)(nv_gpu.struct_c__SA_UvmGpuMappingAttributes(gpuUuid=self.gpu_uuid, gpuMappingType=1)) # NOTE: va_addr is set to make rawbufs compatable with HCQBuffer protocol. self._debug_mappings[(va_base, size)] = tag - return uvm.map_external_allocation(self.fd_uvm, base=va_base, length=size, rmCtrlFd=self.fd_ctl, hClient=self.root, hMemory=mem_handle, - gpuAttributesCount=1, perGpuAttributes=attrs, va_addr=va_base, size=size, mapped_gpu_ids=[self.gpu_uuid], has_cpu_mapping=has_cpu_mapping) + return HCQBuffer(va_base, size, meta=uvm.map_external_allocation(self.fd_uvm, base=va_base, length=size, rmCtrlFd=self.fd_ctl, hClient=self.root, + hMemory=mem_handle, gpuAttributesCount=1, perGpuAttributes=attrs, mapped_gpu_ids=[self.gpu_uuid], has_cpu_mapping=has_cpu_mapping)) - def _gpu_map(self, mem): - if self.gpu_uuid in mem.mapped_gpu_ids: return - mem.mapped_gpu_ids.append(self.gpu_uuid) - self._gpu_uvm_map(mem.va_addr, mem.size, mem.hMemory, create_range=False, tag="p2p mem") + def _gpu_map(self, mem:HCQBuffer): + if self.gpu_uuid in mem.meta.mapped_gpu_ids: return + mem.meta.mapped_gpu_ids.append(self.gpu_uuid) + self._gpu_uvm_map(mem.va_addr, mem.size, mem.meta.hMemory, create_range=False, tag="p2p mem") def _alloc_gpu_vaddr(self, size, alignment=(4 << 10), force_low=False): return NVDevice.low_uvm_vaddr_allocator.alloc(size, alignment) if force_low else NVDevice.uvm_vaddr_allocator.alloc(size, alignment) @@ -447,7 +447,7 @@ class NVDevice(HCQCompiled[NVSignal]): rmctrl.gpfifo_schedule(self.fd_ctl, self.root, channel_group, bEnable=1) - self.cmdq_page: nv_gpu.UVM_MAP_EXTERNAL_ALLOCATION_PARAMS = self._gpu_alloc(0x200000, cpu_access=True, tag="cmdq") + self.cmdq_page:HCQBuffer = self._gpu_alloc(0x200000, cpu_access=True, tag="cmdq") self.cmdq_allocator = BumpAllocator(size=self.cmdq_page.size, start=self.cmdq_page.va_addr, wrap=True) self.cmdq: memoryview = to_mv(self.cmdq_page.va_addr, 0x200000).cast("I") @@ -463,9 +463,9 @@ class NVDevice(HCQCompiled[NVSignal]): def _new_gpu_fifo(self, gpfifo_area, ctxshare, channel_group, offset=0, entries=0x400, enable_debug=False) -> GPFifo: notifier = self._gpu_alloc(48 << 20, uncached=True) - params = nv_gpu.NV_CHANNELGPFIFO_ALLOCATION_PARAMETERS(hObjectError=notifier.hMemory, hObjectBuffer=gpfifo_area.hMemory, + params = nv_gpu.NV_CHANNELGPFIFO_ALLOCATION_PARAMETERS(hObjectError=notifier.meta.hMemory, hObjectBuffer=gpfifo_area.meta.hMemory, gpFifoOffset=gpfifo_area.va_addr+offset, gpFifoEntries=entries, hContextShare=ctxshare, - hUserdMemory=(ctypes.c_uint32*8)(gpfifo_area.hMemory), userdOffset=(ctypes.c_uint64*8)(entries*8+offset)) + hUserdMemory=(ctypes.c_uint32*8)(gpfifo_area.meta.hMemory), userdOffset=(ctypes.c_uint64*8)(entries*8+offset)) gpfifo = rm_alloc(self.fd_ctl, nv_gpu.AMPERE_CHANNEL_GPFIFO_A, self.root, channel_group, params).hObjectNew comp = rm_alloc(self.fd_ctl, self.compute_class, self.root, gpfifo, None).hObjectNew rm_alloc(self.fd_ctl, nv_gpu.AMPERE_DMA_COPY_B, self.root, gpfifo, None) diff --git a/tinygrad/runtime/ops_qcom.py b/tinygrad/runtime/ops_qcom.py index 68d7a257d1..26019baa5a 100644 --- a/tinygrad/runtime/ops_qcom.py +++ b/tinygrad/runtime/ops_qcom.py @@ -8,7 +8,7 @@ from tinygrad.runtime.support.hcq import HCQBuffer, HWQueue, HCQProgram, HCQComp from tinygrad.runtime.autogen import kgsl, adreno, libc from tinygrad.runtime.ops_gpu import CLCompiler, CLDevice from tinygrad.renderer.cstyle import QCOMRenderer -from tinygrad.helpers import getenv, from_mv, mv_address, to_mv, round_up, data64_le, prod, fromimport +from tinygrad.helpers import getenv, mv_address, to_mv, round_up, data64_le, prod, fromimport if getenv("IOCTL"): import extra.qcom_gpu_driver.opencl_ioctl # noqa: F401 # pylint: disable=unused-import BUFTYPE_BUF, BUFTYPE_TEX, BUFTYPE_IBO = 0, 1, 2 @@ -179,9 +179,10 @@ class QCOMArgsState(HCQArgsState): for cnst_val, cnst_off, cnst_sz in prg.consts_info: to_mv(self.ptr + cnst_off, cnst_sz)[:] = cnst_val.to_bytes(cnst_sz, byteorder='little') if prg.samp_cnt > 0: to_mv(self.ptr + prg.samp_off, len(prg.samplers) * 4).cast('I')[:] = array.array('I', prg.samplers) - for i, b in enumerate(cast(List[QCOMBuffer], bufs)): - if prg.buf_info[i].type is BUFTYPE_TEX: to_mv(self.ptr + prg.buf_info[i].offset, len(b.desc) * 4).cast('I')[:] = array.array('I', b.desc) - elif prg.buf_info[i].type is BUFTYPE_IBO: to_mv(self.ptr + prg.buf_info[i].offset, len(b.ibo) * 4).cast('I')[:] = array.array('I', b.ibo) + for i, b in enumerate(bufs): + if prg.buf_info[i].type in {BUFTYPE_TEX, BUFTYPE_IBO}: + obj = b.texture_info.desc if prg.buf_info[i].type is BUFTYPE_TEX else b.texture_info.ibo + to_mv(self.ptr + prg.buf_info[i].offset, len(obj) * 4).cast('I')[:] = array.array('I', obj) else: self.update_buffer(i, b) for i, v in enumerate(vals): self.update_var(i, v) @@ -269,15 +270,13 @@ class QCOMProgram(HCQProgram): def __del__(self): if hasattr(self, 'lib_gpu'): self.dev.allocator.free(self.lib_gpu, self.lib_gpu.size, options=BufferSpec(cpu_access=True, nolru=True)) -class QCOMBuffer(HCQBuffer): - def __init__(self, va_addr:int, size:int, info=None, mapped=False, desc=None, ibo=None, pitch=None, real_stride=None, **kwargs): - self.va_addr, self.size, self.info, self.mapped = va_addr, size, info, mapped - - # Texture specific definitions - self.desc, self.ibo, self.pitch, self.real_stride = [0] * 16, [0] * 16, pitch, real_stride +class QCOMTextureInfo: + def __init__(self, pitch:int, real_stride:int, desc:List[int], ibo:List[int]): + self.pitch, self.real_stride, self.desc, self.ibo = pitch, real_stride, desc, ibo class QCOMAllocator(HCQAllocatorBase): def _alloc(self, size:int, options:BufferSpec) -> HCQBuffer: + # Recalculate real size for texture if options.image is not None: imgw, imgh, itemsize_log = options.image.shape[1], options.image.shape[0], int(math.log2(options.image.itemsize)) pitchalign = max(6, 11 - int(math.log2(imgh))) if imgh > 1 else 6 @@ -286,22 +285,18 @@ class QCOMAllocator(HCQAllocatorBase): granularity = 128 if options.image.itemsize == 4 else 256 pitch_add = (1 << pitchalign) if min(next_power2(imgw), round_up(imgw, granularity)) - align_up + 1 <= imgw and imgw > granularity//2 else 0 pitch = round_up((real_stride:=imgw * 4 * options.image.itemsize), 1 << pitchalign) + pitch_add + size = pitch * imgh - if options.external_ptr: texture = QCOMBuffer(options.external_ptr, size) - else: texture = self.dev._gpu_alloc(pitch * imgh, kgsl.KGSL_MEMTYPE_TEXTURE) - - texture.pitch, texture.real_stride = pitch, real_stride + buf = HCQBuffer(options.external_ptr, size) if options.external_ptr else self.dev._gpu_alloc(size) + if options.image is not None: tex_fmt = adreno.FMT6_32_32_32_32_FLOAT if options.image.itemsize == 4 else adreno.FMT6_16_16_16_16_FLOAT - texture.desc[0] = qreg.a6xx_tex_const_0(0x8, swiz_x=0, swiz_y=1, swiz_z=2, swiz_w=3, fmt=tex_fmt) - texture.desc[1] = qreg.a6xx_tex_const_1(width=imgw, height=imgh) - texture.desc[2] = qreg.a6xx_tex_const_2(type=adreno.A6XX_TEX_2D, pitch=texture.pitch, pitchalign=pitchalign-6) - texture.desc[4:8] = [*data64_le(texture.va_addr), qreg.a6xx_tex_const_6(plane_pitch=0x400000), qreg.a6xx_tex_const_7(13)] - texture.ibo = [texture.desc[0] & (~0xffff), *texture.desc[1:len(texture.desc)]] + desc = [qreg.a6xx_tex_const_0(0x8, swiz_x=0, swiz_y=1, swiz_z=2, swiz_w=3, fmt=tex_fmt), qreg.a6xx_tex_const_1(width=imgw, height=imgh), + qreg.a6xx_tex_const_2(type=adreno.A6XX_TEX_2D, pitch=pitch, pitchalign=pitchalign-6), 0, + *data64_le(buf.va_addr), qreg.a6xx_tex_const_6(plane_pitch=0x400000), qreg.a6xx_tex_const_7(13)] - return texture - - return QCOMBuffer(options.external_ptr, size) if options.external_ptr else self.dev._gpu_alloc(size) + buf.texture_info = QCOMTextureInfo(pitch, real_stride, desc, [desc[0] & (~0xffff), *desc[1:len(desc)]]) + return buf def _do_copy(self, src_addr, dest_addr, src_size, real_size, src_stride, dest_stride, dest_off=0, src_off=0): while src_off < src_size: @@ -309,13 +304,14 @@ class QCOMAllocator(HCQAllocatorBase): src_off, dest_off = src_off+src_stride, dest_off+dest_stride def _copyin(self, dest:HCQBuffer, src:memoryview): - if (qd:=cast(QCOMBuffer, dest)).pitch is not None: self._do_copy(mv_address(src), qd.va_addr, len(src), qd.real_stride, qd.real_stride, qd.pitch) - else: ctypes.memmove(dest.va_addr, mv_address(src), src.nbytes) + stride, pitch = (src.nbytes, src.nbytes) if (ti:=cast(QCOMTextureInfo, dest.texture_info)) is None else (ti.real_stride, ti.pitch) + self._do_copy(mv_address(src), dest.va_addr, src.nbytes, stride, stride, pitch) def _copyout(self, dest:memoryview, src:HCQBuffer): self.dev.synchronize() - if (qs:=cast(QCOMBuffer, src)).pitch is not None: self._do_copy(qs.va_addr, mv_address(dest), qs.size, qs.real_stride, qs.pitch, qs.real_stride) - else: ctypes.memmove(from_mv(dest), src.va_addr, dest.nbytes) + + stride, pitch = (src.size, src.size) if (ti:=cast(QCOMTextureInfo, src.texture_info)) is None else (ti.real_stride, ti.pitch) + self._do_copy(src.va_addr, mv_address(dest), src.size, stride, pitch, stride) def _as_buffer(self, src:HCQBuffer) -> memoryview: self.dev.synchronize() @@ -361,7 +357,7 @@ class QCOMDevice(HCQCompiled): super().__init__(device, QCOMAllocator(self), QCOMRenderer(), QCOMCompiler(device), functools.partial(QCOMProgram, self), QCOMSignal, QCOMComputeQueue, None) - def _gpu_alloc(self, size:int, flags:int=0, uncached=False, fill_zeroes=False): + def _gpu_alloc(self, size:int, flags:int=0, uncached=False, fill_zeroes=False) -> HCQBuffer: flags |= kgsl.KGSL_MEMALIGN(alignment_hint:=12) | kgsl.KGSL_MEMFLAGS_USE_CPU_MAP if uncached: flags |= kgsl.KGSL_CACHEMODE(kgsl.KGSL_CACHEMODE_UNCACHED) @@ -369,11 +365,11 @@ class QCOMDevice(HCQCompiled): va_addr = libc.mmap(0, bosz, mmap.PROT_READ | mmap.PROT_WRITE, mmap.MAP_SHARED, self.fd, alloc.id * 0x1000) if fill_zeroes: ctypes.memset(va_addr, 0, size) - return QCOMBuffer(va_addr=va_addr, size=size, info=alloc) + return HCQBuffer(va_addr=va_addr, size=size, meta=alloc) - def _gpu_free(self, mem): - kgsl.IOCTL_KGSL_GPUOBJ_FREE(self.fd, id=mem.info.id) - libc.munmap(mem.va_addr, mem.info.mmapsize) + def _gpu_free(self, mem:HCQBuffer): + kgsl.IOCTL_KGSL_GPUOBJ_FREE(self.fd, id=mem.meta.id) + libc.munmap(mem.va_addr, mem.meta.mmapsize) def _ensure_stack_size(self, sz): if not hasattr(self, '_stack'): self._stack = self._gpu_alloc(sz) diff --git a/tinygrad/runtime/support/hcq.py b/tinygrad/runtime/support/hcq.py index c35fc22315..608cd6525a 100644 --- a/tinygrad/runtime/support/hcq.py +++ b/tinygrad/runtime/support/hcq.py @@ -1,5 +1,5 @@ from __future__ import annotations -from typing import List, Optional, Dict, Tuple, cast, Protocol, Type, Union, TypeVar, Generic, Any +from typing import List, Optional, Dict, Tuple, cast, Type, Union, TypeVar, Generic, Any import contextlib, decimal, statistics, random, json, atexit, time, ctypes, array from tinygrad.helpers import PROFILEPATH, PROFILE, from_mv, getenv, to_mv, round_up from tinygrad.renderer import Renderer @@ -358,7 +358,7 @@ class HCQCompiled(Compiled, Generic[SignalType]): super().__init__(device, allocator, renderer, compiler, runtime, HCQGraph) self.kernargs_page:HCQBuffer = self.allocator.alloc(16 << 20, BufferSpec(cpu_access=True)) - self.kernargs_alloctor = BumpAllocator(self.kernargs_page.size, start=self.kernargs_page.va_addr, wrap=True) + self.kernargs_alloctor:BumpAllocator = BumpAllocator(self.kernargs_page.size, start=self.kernargs_page.va_addr, wrap=True) self.devices.append(self) def synchronize(self): @@ -448,8 +448,9 @@ class HCQCompiled(Compiled, Generic[SignalType]): self.timeline_signal.value = 0 cast(HCQAllocatorBase, self.allocator).b_timeline = [0] * len(cast(HCQAllocatorBase, self.allocator).b) -# Protocol for hcq compatible allocators for allocated buffers to contain VA address and it's size. -class HCQBuffer(Protocol): va_addr:int; size:int # noqa: E702 +class HCQBuffer: + def __init__(self, va_addr:int, size:int, texture_info:Any=None, meta:Any=None, _base:Optional[HCQBuffer]=None): + self.va_addr, self.size, self.texture_info, self.meta, self._base = va_addr, size, texture_info, meta, _base class HCQAllocatorBase(LRUAllocator, Generic[DeviceType]): """ @@ -467,8 +468,7 @@ class HCQAllocatorBase(LRUAllocator, Generic[DeviceType]): def map(self, buf:HCQBuffer): pass def _offset(self, buf, size:int, offset:int) -> HCQBuffer: - return type(buf)(va_addr=buf.va_addr + offset, size=size, **{k:v for k,v in buf.__dict__.items() if k not in ['va_addr', 'size']}, - **{x[0]:getattr(buf, x[0]) for x in getattr(buf, '_fields_', []) if x[0] not in ['va_addr', 'size']}, _base=buf) + return HCQBuffer(va_addr=buf.va_addr + offset, size=size, texture_info=buf.texture_info, meta=buf.meta, _base=buf._base or buf) class HCQAllocator(HCQAllocatorBase, Generic[DeviceType]): def _copyin(self, dest:HCQBuffer, src:memoryview): From 3a7d64b96c59b13baccc8c731b1b7c2eb252754e Mon Sep 17 00:00:00 2001 From: nimlgen <138685161+nimlgen@users.noreply.github.com> Date: Sun, 8 Dec 2024 15:22:05 +0300 Subject: [PATCH 63/83] hcq remove update from args state (#8104) * hcq remove update from args state fix amd ugh qcom? qcom ops ops qcom fix qcom texture info fx qcom fix qcom qcom, sry minor works * remove old code * unrelated+sint * qcom * typing * rm comments --- tinygrad/runtime/graph/hcq.py | 33 +++++++++++++++------------------ tinygrad/runtime/ops_amd.py | 6 ++++-- tinygrad/runtime/ops_nv.py | 14 ++++++++------ tinygrad/runtime/ops_qcom.py | 19 ++++++++----------- tinygrad/runtime/support/hcq.py | 27 +++++++++++++-------------- 5 files changed, 48 insertions(+), 51 deletions(-) diff --git a/tinygrad/runtime/graph/hcq.py b/tinygrad/runtime/graph/hcq.py index cc1e8d5a8f..7d14b0ade8 100644 --- a/tinygrad/runtime/graph/hcq.py +++ b/tinygrad/runtime/graph/hcq.py @@ -1,10 +1,10 @@ import collections, time from typing import List, Any, Dict, cast, Optional, Tuple, Set from tinygrad.helpers import round_up, PROFILE, memsize_to_str -from tinygrad.runtime.support.hcq import HCQCompiled, HCQAllocator, HCQSignal, HCQBuffer, HWQueue, HCQArgsState +from tinygrad.runtime.support.hcq import HCQCompiled, HCQAllocator, HCQSignal, HCQBuffer, HWQueue, HCQArgsState, BumpAllocator from tinygrad.device import Buffer, BufferSpec, Compiled, Device from tinygrad import Variable, dtypes -from tinygrad.ops import sint, Variable as VariableT +from tinygrad.ops import Variable as VariableT from tinygrad.engine.realize import ExecItem, BufferXfer, CompiledRunner from tinygrad.engine.jit import MultiGraphRunner @@ -13,6 +13,14 @@ class HCQGraph(MultiGraphRunner): super().__init__(jit_cache, input_rawbuffers, var_vals) self.devices = list(set(cast(HCQCompiled, d) for ji in jit_cache for d in [Device[cast(Buffer, x).device] for x in ji.bufs])) + # Replace input buffers with variables. + self.hcq_bufs = [[cast(Buffer, x)._buf for x in ji.bufs] for ji in jit_cache] + self.input_replace_to_var: Dict[Tuple[int, int], VariableT] = {} + + for (j,i), input_idx in self.input_replace.items(): + x = self.input_replace_to_var.setdefault((j,i), Variable(f"input_{input_idx}", 0, 0xffffffffffffffff, dtype=dtypes.uint64)) + self.hcq_bufs[j][i] = HCQBuffer(x, self.hcq_bufs[j][i].size, texture_info=self.hcq_bufs[j][i].texture_info) # Create fake buffer with variable + # Allocate kernel args. kernargs_size: Dict[Compiled, int] = collections.defaultdict(int) for ji in jit_cache: @@ -23,11 +31,11 @@ class HCQGraph(MultiGraphRunner): # Fill initial arguments. self.ji_args: Dict[int, HCQArgsState] = {} - kargs_ptrs: Dict[Compiled, int] = {dev:buf.va_addr for dev,buf in self.kernargs_bufs.items()} + kargs_alloc: Dict[Compiled, BumpAllocator] = {dev:BumpAllocator(buf.size, start=cast(int, buf.va_addr)) for dev,buf in self.kernargs_bufs.items()} for j,ji in enumerate(jit_cache): if not isinstance(ji.prg, CompiledRunner): continue - kargs_ptrs[ji.prg.dev] = (kargs_ptr:=kargs_ptrs[ji.prg.dev]) + round_up(ji.prg._prg.kernargs_alloc_size, 16) - self.ji_args[j] = ji.prg._prg.fill_kernargs([cast(Buffer, b)._buf for b in ji.bufs], [var_vals[v] for v in ji.prg.p.vars], kargs_ptr) + + self.ji_args[j] = ji.prg._prg.fill_kernargs(self.hcq_bufs[j], ji.prg.p.vars, kargs_alloc[ji.prg.dev].alloc(ji.prg._prg.kernargs_alloc_size, 16)) # Schedule Dependencies. # There are two types of queues on each device: copy and compute. Both must synchronize with all external operations before launching any @@ -107,7 +115,6 @@ class HCQGraph(MultiGraphRunner): last_j[enqueue_queue] = j # Build hardware queues. - self.input_replace_to_var: Dict[Tuple[int, int], VariableT] = {} self.copy_to_devs: Dict[HCQCompiled, Set[HCQCompiled]] = {dev: set() for dev in self.devices} # Create variable timeline signals for each device. @@ -134,8 +141,7 @@ class HCQGraph(MultiGraphRunner): dest, src = [cast(Buffer, x) for x in ji.bufs[0:2]] cast(HCQAllocator, Device[src.device].allocator).map(dest._buf) - # TODO: For now sints is only for copies, should refactor to support exec as well. - enqueue_queue.copy(self._buf_addr_as_sint(j, 0, dest._buf), self._buf_addr_as_sint(j, 1, src._buf), dest.nbytes) + enqueue_queue.copy(self.hcq_bufs[j][0].va_addr, self.hcq_bufs[j][1].va_addr, dest.nbytes) self.copy_to_devs[cast(HCQCompiled, Device[dest.device])].add(cast(HCQCompiled, Device[src.device])) # Encode finish profile timestamp (if needed). @@ -167,12 +173,7 @@ class HCQGraph(MultiGraphRunner): **{sig.base_addr: dev.timeline_signal.base_addr for dev, sig in self.virt_timeline_signals.items()}} # Update rawbuffers - for (j,i),input_idx in self.input_replace.items(): - if (var:=self.input_replace_to_var.get((j,i))) is not None: hcq_var_vals[var] = input_rawbuffers[input_idx]._buf.va_addr - else: self.ji_args[j].update_buffer(i, input_rawbuffers[input_idx]._buf) - - # Update var_vals - for j, i, v in self.updated_vars(var_vals): self.ji_args[j].update_var(i, v) + for (j,i),input_idx in self.input_replace.items(): hcq_var_vals[self.input_replace_to_var.get((j,i))] = input_rawbuffers[input_idx]._buf.va_addr for dev in self.devices: self.comp_queues[dev].submit(dev, hcq_var_vals) @@ -197,10 +198,6 @@ class HCQGraph(MultiGraphRunner): (b_st,_), (b_en,_), b_dev, _, b_is_cp, _, _ = self.prof_records[x] dev.dep_prof_records += [(timestamps[b_st], timestamps[b_en], b_dev, b_is_cp, timestamps[st], timestamps[en], dev, is_cp)] - def _buf_addr_as_sint(self, j:int, i:int, buf:HCQBuffer) -> sint: - if (j, i) not in self.input_replace: return buf.va_addr - return self.input_replace_to_var.setdefault((j, i), Variable(f"input_{j}_{i}", 0, 0xffffffffffffffff, dtype=dtypes.uint64)) - def __del__(self): for dev in self.devices: self.last_timeline[dev][0].wait(self.last_timeline[dev][1]) diff --git a/tinygrad/runtime/ops_amd.py b/tinygrad/runtime/ops_amd.py index bac90a100a..305eed7c6f 100644 --- a/tinygrad/runtime/ops_amd.py +++ b/tinygrad/runtime/ops_amd.py @@ -1,5 +1,5 @@ from __future__ import annotations -from typing import Tuple, List, Any, Optional +from typing import Tuple, List, Any, Optional, cast import os, ctypes, ctypes.util, functools, pathlib, mmap, errno, array, contextlib, sys assert sys.platform != 'win32' from dataclasses import dataclass @@ -80,6 +80,8 @@ class AMDComputeQueue(HWQueue): return self def exec(self, prg:AMDProgram, args_state:CLikeArgsState, global_size:Tuple[sint, ...], local_size:Tuple[sint, ...]): + self.bind_args_state(args_state) + self.acquire_mem(gli=0, gl2=0) if prg.enable_private_segment_sgpr: @@ -413,7 +415,7 @@ class AMDDevice(HCQCompiled): self.doorbells_base = queue.doorbell_offset & (~0x1fff) # doorbell is two pages self.doorbells = libc.mmap(0, 0x2000, mmap.PROT_READ|mmap.PROT_WRITE, mmap.MAP_SHARED, AMDDevice.kfd, self.doorbells_base) - return AMDQueueDesc(ring=to_mv(ring.va_addr, ring_size).cast("I"), + return AMDQueueDesc(ring=to_mv(cast(int, ring.va_addr), ring_size).cast("I"), read_ptr=to_mv(queue.read_pointer_address, 8).cast("Q"), write_ptr=to_mv(queue.write_pointer_address, 8).cast("Q"), doorbell=to_mv(self.doorbells + queue.doorbell_offset - self.doorbells_base, 8).cast("Q")) diff --git a/tinygrad/runtime/ops_nv.py b/tinygrad/runtime/ops_nv.py index 9e6fc138c9..e3f7688a0d 100644 --- a/tinygrad/runtime/ops_nv.py +++ b/tinygrad/runtime/ops_nv.py @@ -132,6 +132,8 @@ class NVComputeQueue(NVCommandQueue): return self def exec(self, prg:NVProgram, args_state:NVArgsState, global_size:Tuple[sint, ...], local_size:Tuple[sint, ...]): + self.bind_args_state(args_state) + ctypes.memmove(qmd_addr:=(args_state.ptr + round_up(prg.constbufs[0][1], 1 << 8)), ctypes.addressof(prg.qmd), 0x40 * 4) assert qmd_addr < (1 << 40), f"large qmd addr {qmd_addr:x}" @@ -264,7 +266,7 @@ class NVAllocator(HCQAllocator['NVDevice']): if options.host: return self.dev._gpu_alloc(size, host=True, tag="user host memory") return self.dev._gpu_alloc(size, cpu_access=options.cpu_access, tag=f"user memory ({options})") - def _free(self, opaque, options:BufferSpec): + def _free(self, opaque:HCQBuffer, options:BufferSpec): self.dev.synchronize() self.dev._gpu_free(opaque) @@ -353,9 +355,9 @@ class NVDevice(HCQCompiled[NVSignal]): nv_iowr(self.fd_ctl, nv_gpu.NV_ESC_RM_FREE, made) if made.status != 0: raise RuntimeError(f"_gpu_free returned {get_error_str(made.status)}") - self._debug_mappings.pop((mem.va_addr, mem.size)) - uvm.free(self.fd_uvm, base=mem.va_addr, length=mem.size) - if mem.meta.has_cpu_mapping: libc.munmap(mem.va_addr, mem.size) + self._debug_mappings.pop((cast(int, mem.va_addr), mem.size)) + uvm.free(self.fd_uvm, base=cast(int, mem.va_addr), length=mem.size) + if mem.meta.has_cpu_mapping: libc.munmap(cast(int, mem.va_addr), mem.size) def _gpu_uvm_map(self, va_base, size, mem_handle, create_range=True, has_cpu_mapping=False, tag="") -> HCQBuffer: if create_range: uvm.create_external_range(self.fd_uvm, base=va_base, length=size) @@ -448,8 +450,8 @@ class NVDevice(HCQCompiled[NVSignal]): rmctrl.gpfifo_schedule(self.fd_ctl, self.root, channel_group, bEnable=1) self.cmdq_page:HCQBuffer = self._gpu_alloc(0x200000, cpu_access=True, tag="cmdq") - self.cmdq_allocator = BumpAllocator(size=self.cmdq_page.size, start=self.cmdq_page.va_addr, wrap=True) - self.cmdq: memoryview = to_mv(self.cmdq_page.va_addr, 0x200000).cast("I") + self.cmdq_allocator = BumpAllocator(size=self.cmdq_page.size, start=cast(int, self.cmdq_page.va_addr), wrap=True) + self.cmdq: memoryview = to_mv(cast(int, self.cmdq_page.va_addr), 0x200000).cast("I") self.num_gpcs, self.num_tpc_per_gpc, self.num_sm_per_tpc, self.max_warps_per_sm, self.sm_version = self._query_gpu_info('num_gpcs', 'num_tpc_per_gpc', 'num_sm_per_tpc', 'max_warps_per_sm', 'sm_version') diff --git a/tinygrad/runtime/ops_qcom.py b/tinygrad/runtime/ops_qcom.py index 26019baa5a..c2415fb508 100644 --- a/tinygrad/runtime/ops_qcom.py +++ b/tinygrad/runtime/ops_qcom.py @@ -105,6 +105,8 @@ class QCOMComputeQueue(HWQueue): dev.last_cmd = kgsl.IOCTL_KGSL_GPU_COMMAND(dev.fd, __payload=submit_req).timestamp def exec(self, prg:QCOMProgram, args_state:QCOMArgsState, global_size, local_size): + self.bind_args_state(args_state) + def cast_int(x, ceil=False): return (math.ceil(x) if ceil else int(x)) if isinstance(x, float) else x global_size_mp = [cast_int(g*l) for g,l in zip(global_size, local_size)] @@ -183,14 +185,9 @@ class QCOMArgsState(HCQArgsState): if prg.buf_info[i].type in {BUFTYPE_TEX, BUFTYPE_IBO}: obj = b.texture_info.desc if prg.buf_info[i].type is BUFTYPE_TEX else b.texture_info.ibo to_mv(self.ptr + prg.buf_info[i].offset, len(obj) * 4).cast('I')[:] = array.array('I', obj) - else: self.update_buffer(i, b) - for i, v in enumerate(vals): self.update_var(i, v) + self.bind_sints_to_ptr(b.va_addr, ptr=self.ptr + self.buf_info[i].offset + (0 if self.buf_info[i].type is BUFTYPE_BUF else 16), fmt='Q') - def update_buffer(self, index:int, buf:HCQBuffer): - if self.buf_info[index].type is not BUFTYPE_BUF: self.args_view[self.buf_info[index].offset//8 + 2] = buf.va_addr - else: self.args_view[self.buf_info[index].offset//8] = buf.va_addr - - def update_var(self, index:int, val:int): self.args_view[self.args_info[index].offset//8] = val + for i, v in enumerate(vals): self.bind_sints_to_ptr(v, ptr=self.ptr + self.args_info[i].offset, fmt='I') class QCOMProgram(HCQProgram): def __init__(self, dev: QCOMDevice, name: str, lib: bytes): @@ -199,7 +196,7 @@ class QCOMProgram(HCQProgram): self._parse_lib() self.lib_gpu: HCQBuffer = self.dev.allocator.alloc(self.image_size, options=BufferSpec(cpu_access=True, nolru=True)) - to_mv(self.lib_gpu.va_addr, self.image_size)[:] = self.image + to_mv(cast(int, self.lib_gpu.va_addr), self.image_size)[:] = self.image self.pvtmem_size_per_item: int = round_up(self.pvtmem, 512) >> 9 self.pvtmem_size_total: int = self.pvtmem_size_per_item * 128 * 2 @@ -315,7 +312,7 @@ class QCOMAllocator(HCQAllocatorBase): def _as_buffer(self, src:HCQBuffer) -> memoryview: self.dev.synchronize() - return to_mv(src.va_addr, src.size) + return to_mv(cast(int, src.va_addr), src.size) def _free(self, opaque, options:BufferSpec): self.dev.synchronize() @@ -329,7 +326,7 @@ class QCOMDevice(HCQCompiled): def __init__(self, device:str=""): self.fd = os.open('/dev/kgsl-3d0', os.O_RDWR) - QCOMDevice.dummy_addr = self._gpu_alloc(0x1000).va_addr + QCOMDevice.dummy_addr = cast(int, self._gpu_alloc(0x1000).va_addr) QCOMDevice.signals_page = self._gpu_alloc(16 * 65536, uncached=True) QCOMDevice.signals_pool = [self.signals_page.va_addr + off for off in range(0, self.signals_page.size, 16)] @@ -338,7 +335,7 @@ class QCOMDevice(HCQCompiled): self.ctx = kgsl.IOCTL_KGSL_DRAWCTXT_CREATE(self.fd, flags=flags).drawctxt_id self.cmd_buf = self._gpu_alloc(16 << 20) - self.cmd_buf_allocator = BumpAllocator(size=self.cmd_buf.size, start=self.cmd_buf.va_addr, wrap=True) + self.cmd_buf_allocator = BumpAllocator(size=self.cmd_buf.size, start=cast(int, self.cmd_buf.va_addr), wrap=True) self.border_color_buf = self._gpu_alloc(0x1000, fill_zeroes=True) diff --git a/tinygrad/runtime/support/hcq.py b/tinygrad/runtime/support/hcq.py index 608cd6525a..a54056f20d 100644 --- a/tinygrad/runtime/support/hcq.py +++ b/tinygrad/runtime/support/hcq.py @@ -130,6 +130,9 @@ class HWQueue(Generic[SignalType, DeviceType, ProgramType, ArgsStateType]): Implementing this method is optional but recommended for performance gains. """ + def bind_args_state(self, args_state:ArgsStateType): + for vals, ptr, fmt in args_state.bind_data: self.bind_sints_to_ptr(*vals, ptr=ptr, fmt=fmt) + def bind_sints(self, *vals:sint, struct:ctypes.Structure, start_field:str, fmt, mask:Optional[int]=None): self.bind_sints_to_ptr(*vals, ptr=ctypes.addressof(struct) + getattr(type(struct), start_field).offset, fmt=fmt, mask=mask) @@ -233,24 +236,20 @@ def hcq_profile(dev:HCQCompiled, enabled, desc, queue_type:Optional[Type[HWQueue if enabled and PROFILE: dev.sig_prof_records.append((cast(HCQSignal, st), cast(HCQSignal, en), desc, queue_type is dev.hw_copy_queue_t)) class HCQArgsState(Generic[ProgramType]): - def __init__(self, ptr:int, prg:ProgramType, bufs:Tuple[HCQBuffer, ...], vals:Tuple[int, ...]=()): self.ptr, self.prg = ptr, prg - def update_buffer(self, index:int, buf:HCQBuffer): raise NotImplementedError("need update_buffer") - def update_var(self, index:int, val:int): raise NotImplementedError("need update_var") + def __init__(self, ptr:int, prg:ProgramType, bufs:Tuple[HCQBuffer, ...], vals:Tuple[sint, ...]=()): + self.ptr, self.prg = ptr, prg + self.bind_data:List[Tuple[Tuple[sint, ...], int, str]] = [] + + def bind_sints_to_ptr(self, *vals:sint, ptr:int, fmt): self.bind_data.append((vals, ptr, fmt)) class CLikeArgsState(HCQArgsState[ProgramType]): - def __init__(self, ptr:int, prg:ProgramType, bufs:Tuple[HCQBuffer, ...], vals:Tuple[int, ...]=(), prefix:Optional[List[int]]=None): + def __init__(self, ptr:int, prg:ProgramType, bufs:Tuple[HCQBuffer, ...], vals:Tuple[sint, ...]=(), prefix:Optional[List[int]]=None): super().__init__(ptr, prg, bufs, vals=vals) if prefix is not None: to_mv(self.ptr, len(prefix) * 4).cast('I')[:] = array.array('I', prefix) - self.bufs = to_mv(self.ptr + len(prefix or []) * 4, len(bufs) * 8).cast('Q') - self.vals = to_mv(self.ptr + len(prefix or []) * 4 + len(bufs) * 8, len(vals) * 4).cast('I') - - self.bufs[:] = array.array('Q', [b.va_addr for b in bufs]) - self.vals[:] = array.array('I', vals) - - def update_buffer(self, index:int, buf:HCQBuffer): self.bufs[index] = buf.va_addr - def update_var(self, index:int, val:int): self.vals[index] = val + self.bind_sints_to_ptr(*[b.va_addr for b in bufs], ptr=self.ptr + len(prefix or []) * 4, fmt='Q') + self.bind_sints_to_ptr(*vals, ptr=self.ptr + len(prefix or []) * 4 + len(bufs) * 8, fmt='I') class HCQProgram(Generic[DeviceType]): def __init__(self, args_state_t:Type[HCQArgsState], dev:DeviceType, name:str, kernargs_alloc_size:int): @@ -358,7 +357,7 @@ class HCQCompiled(Compiled, Generic[SignalType]): super().__init__(device, allocator, renderer, compiler, runtime, HCQGraph) self.kernargs_page:HCQBuffer = self.allocator.alloc(16 << 20, BufferSpec(cpu_access=True)) - self.kernargs_alloctor:BumpAllocator = BumpAllocator(self.kernargs_page.size, start=self.kernargs_page.va_addr, wrap=True) + self.kernargs_alloctor:BumpAllocator = BumpAllocator(self.kernargs_page.size, start=cast(int, self.kernargs_page.va_addr), wrap=True) self.devices.append(self) def synchronize(self): @@ -449,7 +448,7 @@ class HCQCompiled(Compiled, Generic[SignalType]): cast(HCQAllocatorBase, self.allocator).b_timeline = [0] * len(cast(HCQAllocatorBase, self.allocator).b) class HCQBuffer: - def __init__(self, va_addr:int, size:int, texture_info:Any=None, meta:Any=None, _base:Optional[HCQBuffer]=None): + def __init__(self, va_addr:sint, size:int, texture_info:Any=None, meta:Any=None, _base:Optional[HCQBuffer]=None): self.va_addr, self.size, self.texture_info, self.meta, self._base = va_addr, size, texture_info, meta, _base class HCQAllocatorBase(LRUAllocator, Generic[DeviceType]): From 69e48da961af931598b243f4fd916503a40ba2dd Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Sun, 8 Dec 2024 17:48:29 +0200 Subject: [PATCH 64/83] set NOOPT in test_avg_pool3d_failure (#8112) * set NOOPT=0 in test_avg_pool3d_failure * noopt should still pass --- test/test_ops.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/test/test_ops.py b/test/test_ops.py index 1329818cb8..9e2437d09f 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -2120,9 +2120,16 @@ class TestOps(unittest.TestCase): # TODO: linearizer block error @unittest.expectedFailure def test_avg_pool3d_failure(self): - helper_test_op([(1,1,16,16,16)], - lambda x: torch.nn.functional.avg_pool3d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), - lambda x: Tensor.avg_pool2d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), rtol=1e-5, forward_only=True) + with Context(NOOPT=0): + helper_test_op([(1,1,16,16,16)], + lambda x: torch.nn.functional.avg_pool3d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), + lambda x: Tensor.avg_pool2d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), rtol=1e-5, forward_only=True) + + def test_avg_pool3d_noopt(self): + with Context(NOOPT=1): + helper_test_op([(1,1,16,16,16)], + lambda x: torch.nn.functional.avg_pool3d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), + lambda x: Tensor.avg_pool2d(x, kernel_size=(8,8,8), stride=5, padding=1, count_include_pad=False), rtol=1e-5, forward_only=True) def test_interpolate_linear(self): for in_sz, out_sz in [((52,),(29,)), ((29,),(52,))]: From 5dd61035f7e68b82998411b04b99d32bb1e6259c Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Sun, 8 Dec 2024 18:34:24 +0200 Subject: [PATCH 65/83] revert VALID early folding for now (#8114) This reverts commit 4074f523179331d3a99dd55fa4ef14946563f246. --- test/test_schedule.py | 4 ++-- test/unit/test_verify_ast.py | 5 ++--- tinygrad/engine/schedule.py | 3 --- 3 files changed, 4 insertions(+), 8 deletions(-) diff --git a/test/test_schedule.py b/test/test_schedule.py index 2cef884c7d..1f3abccb74 100644 --- a/test/test_schedule.py +++ b/test/test_schedule.py @@ -1905,7 +1905,7 @@ class TestView(unittest.TestCase): b = a.pad(((0, 10), None))[10:] sched = check_schedule(b.contiguous(), 1) # TODO: this VALID can clean up, where do we need st? - self.assertIs(store_val(sched[-1]), UOp.const(b.dtype, 0)) + self.assertIs(store_val(sched[-1]), UOp.const_with_shape(b.dtype, 0, b.lazydata.st.shape)) run_schedule(sched) np.testing.assert_equal(b.numpy(), 0) @@ -1916,7 +1916,7 @@ class TestView(unittest.TestCase): assert b.shape == (10, 10) sched = check_schedule(b.contiguous(), 1) self.assertEqual(sched[-1].ast.full_shape, (10, 10)) - self.assertIs(store_val(sched[-1]), UOp.const(b.dtype, 0)) + self.assertIs(store_val(sched[-1]), UOp.const_with_shape(b.dtype, 0, b.lazydata.st.shape)) run_schedule(sched) np.testing.assert_equal(b.numpy(), 0) diff --git a/test/unit/test_verify_ast.py b/test/unit/test_verify_ast.py index d08319a747..d38967a7c8 100644 --- a/test/unit/test_verify_ast.py +++ b/test/unit/test_verify_ast.py @@ -78,9 +78,8 @@ class TestVerifyAST(unittest.TestCase): uop_sts = verify_ast(a.schedule()[-1].ast) store_st = [st for u,st in uop_sts.items() if u.op is Ops.STORE][0] self.assertEqual(store_st, ShapeTracker.from_shape((4, 4))) - with self.assertRaises(Exception, msg="unmasked valid folds"): - const_st = [st for u,st in uop_sts.items() if u.op is Ops.VALID][0] - self.assertEqual(const_st, ShapeTracker.from_shape((1, 1)).expand((4, 4))) + const_st = [st for u,st in uop_sts.items() if u.op is Ops.VALID][0] + self.assertEqual(const_st, ShapeTracker.from_shape((1, 1)).expand((4, 4))) def test_assert_swizzle(self): buf = UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), (), 0) diff --git a/tinygrad/engine/schedule.py b/tinygrad/engine/schedule.py index c35f0a299e..a7054c5a8a 100644 --- a/tinygrad/engine/schedule.py +++ b/tinygrad/engine/schedule.py @@ -178,9 +178,6 @@ check_preload = PatternMatcher([(UPat(Ops.PRELOAD, src=(UPat.var("b"), UPat()), to_si = PatternMatcher([ (UPat(Ops.VIEW, name="x"), _append_st_vars), (UPat(Ops.SINK, src=(UPat.store(UPat.var("b"), UPat(), UPat(GroupOp.Meta, name="x")),)), lambda ctx,b,x: x.replace(src=(b, *x.src))), - # unmasked VALID is just CONST - (UPat(Ops.VALID, name="valid").where(UPat.cvar("x"), UPat()), - lambda ctx,valid,x: x if all_int(valid.shape) and all(v.mask is None for v in valid.st.views) else None), # don't need contiguous or assign anymore (UPat(Ops.CONTIGUOUS, src=(UPat.var("x"),)), lambda ctx,x: x), (UPat(Ops.ASSIGN, src=(UPat(), UPat.var("x"),)), lambda ctx,x: x), From 0033012096ccf5733f6fdbbbf9256a708d7186c5 Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Sun, 8 Dec 2024 19:42:05 +0200 Subject: [PATCH 66/83] init noop changes from delete_lazy [pr] (#8115) --- tinygrad/engine/schedule.py | 21 +++++++++------------ tinygrad/ops.py | 8 ++++++-- 2 files changed, 15 insertions(+), 14 deletions(-) diff --git a/tinygrad/engine/schedule.py b/tinygrad/engine/schedule.py index a7054c5a8a..24f52e1296 100644 --- a/tinygrad/engine/schedule.py +++ b/tinygrad/engine/schedule.py @@ -66,18 +66,15 @@ def to_uop(buf:LazyBuffer, ctx:ScheduleContext, buffers:Dict[UOp, Buffer], cache buf.buffer.dtype = dtype buf.buffer.options = None # base is a VIEW of (BUFFER, (optional) op) - match buf.is_realized: - case True: - buf_uop = UOp.new_buffer(buf.device, buf.size, dtype) - op = None - case False: - src = tuple(to_uop(x, ctx, buffers, cache) for x in buf.srcs) - match buf.op: - # ASSIGN uses the target buffer - case Ops.ASSIGN: buf_uop = src[0].base.buf_uop - # otherwise we create a new buffer - case _: buf_uop = UOp.new_buffer(buf.device, buf.size, dtype) - op = UOp(buf.op, dtype if buf.op in GroupOp.Meta else dtype.base, src, buf.arg) + if buf.is_realized: + # TODO: this is the same underlying Buffer in all schedules + buf_uop = UOp.new_buffer(buf.device, buf.size, dtype) + op = None + # ASSIGN uses the target buffer, otherwise we create a new buffer + else: + src = tuple(to_uop(x, ctx, buffers, cache) for x in buf.srcs) + buf_uop = src[0].base.buf_uop if buf.op is Ops.ASSIGN else UOp.new_buffer(buf.device, buf.size, dtype) + op = UOp(buf.op, dtype if buf.op in GroupOp.Meta else dtype.base, src, buf.arg) cache[buf] = ret = UOp(Ops.VIEW, dtype.base, (buf_uop,) if op is None else (buf_uop, op.contiguous() if buf.forced_realize else op), buf.st) # keep track of ops outside the big graph buffers[buf_uop] = buf.buffer diff --git a/tinygrad/ops.py b/tinygrad/ops.py index 158fefc807..a7b1c9a397 100644 --- a/tinygrad/ops.py +++ b/tinygrad/ops.py @@ -261,6 +261,8 @@ class UOp(MathTrait, metaclass=UOpMetaClass): def shape(self) -> Tuple[sint, ...]: return unwrap(self.st).shape @property def size(self) -> int: return self.arg[1][1] if self.op is Ops.BUFFER else unwrap(self.st).size + @property + def nbytes(self) -> int: return self.size*self.dtype.itemsize # *** uop evaluation *** @@ -326,8 +328,10 @@ class UOp(MathTrait, metaclass=UOpMetaClass): return UOp(Ops.VCONST if isinstance(b, tuple) else Ops.CONST, dtype, arg=dtypes.as_const(b, dtype)) @staticmethod def range(dtype:DType, start:sint, end:sint, idx:int): return UOp(Ops.RANGE, dtype=dtype, src=(sint_to_uop(start), sint_to_uop(end)), arg=idx) - def r(self, op:Ops, axis:Tuple[int, ...]): return UOp(Ops.REDUCE_AXIS, self.dtype, (self,), (op, axis)) - def assign(self, x:UOp): return UOp(Ops.ASSIGN, self.dtype, (self,x)) + def r(self, op:Ops, axis:Tuple[int, ...]): + axis = tuple(sorted([x for x in axis if resolve(self.shape[x] != 1)])) + return self if len(axis) == 0 else UOp(Ops.REDUCE_AXIS, self.dtype, (self,), (op, axis)) + def assign(self, x:UOp): return UOp(Ops.ASSIGN, self.dtype, (self,x), None if self.st is None or self.st.contiguous else self.st) def contiguous(self): return UOp(Ops.CONTIGUOUS, self.dtype, (self,)) # *** from LazyBuffer *** From e22d7b6fb0f91b26d20866061d56c95a13462548 Mon Sep 17 00:00:00 2001 From: ttomsa Date: Mon, 9 Dec 2024 06:16:08 +0000 Subject: [PATCH 67/83] fix var vmax inside special (#8116) --- test/unit/test_uop_vmin_vmax.py | 5 +++++ tinygrad/ops.py | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/test/unit/test_uop_vmin_vmax.py b/test/unit/test_uop_vmin_vmax.py index 882dfde5a0..3e5392b6d4 100644 --- a/test/unit/test_uop_vmin_vmax.py +++ b/test/unit/test_uop_vmin_vmax.py @@ -32,6 +32,11 @@ class TestVminVmaxProperties(unittest.TestCase): self.assertEqual(uop.vmin, -6) self.assertEqual(uop.vmax, 8) + def test_vmin_vmax_variable_inside_special(self): + uop = UOp(Ops.SPECIAL, dtypes.int, arg=('gidx0', UOp(Ops.DEFINE_VAR, dtypes.int, arg=('i', 1, 10)))) + self.assertEqual(uop.vmin, 0) + self.assertEqual(uop.vmax, 10) + def test_vmin_vmax_multiplication_0_inf(self): # vmin and vmax for multiplication with a variable x = UOp.const(dtypes.float, 0.0) diff --git a/tinygrad/ops.py b/tinygrad/ops.py index a7b1c9a397..e7a087e7bd 100644 --- a/tinygrad/ops.py +++ b/tinygrad/ops.py @@ -453,7 +453,7 @@ class UOp(MathTrait, metaclass=UOpMetaClass): if self.op is Ops.BIND: return self.src[0]._min_max # ignore the bound value if self.op in {Ops.EXPAND, Ops.VECTORIZE}: return min(x.vmin for x in self.src), max(x.vmax for x in self.src) # TODO: UOps.SPECIAL is UOps.DEFINE_VAR - if self.op is Ops.SPECIAL: return 0, self.arg[1]-1 if isinstance(self.arg[1], int) else dtypes.max(self.dtype) + if self.op is Ops.SPECIAL: return 0, self.arg[1]-1 if isinstance(self.arg[1], int) else self.arg[1].vmax if self.op is Ops.CONST: return self.arg, self.arg if self.op is Ops.VCONST: return (min(self.arg), max(self.arg)) return dtypes.min(self.dtype), dtypes.max(self.dtype) From c814de2dd423e99deb72ef65d87d26291d0de3ba Mon Sep 17 00:00:00 2001 From: chenyu Date: Mon, 9 Dec 2024 02:02:51 -0500 Subject: [PATCH 68/83] fix bitwise_not for signed int (#8117) -1 is correct because 2**32-1 is not within int32 range, so in some case clang casts the whole thing into uint32 --- test/test_ops.py | 2 ++ tinygrad/tensor.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/test/test_ops.py b/test/test_ops.py index 9e2437d09f..64eda92e37 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -851,6 +851,8 @@ class TestOps(unittest.TestCase): helper_test_op([(10,20)], lambda x: x.argmax(0, False).type(torch.int32), lambda x: x.argmax(0, False), forward_only=True) helper_test_op([(10,20)], lambda x: x.argmax(1, False).type(torch.int32), lambda x: x.argmax(1, False), forward_only=True) helper_test_op([(10,20)], lambda x: x.argmax(1, True).type(torch.int32), lambda x: x.argmax(1, True), forward_only=True) + # regression test for bitwise_not then argmax + helper_test_op(None, lambda x: (~x).argmax().type(torch.int32), lambda x: (~x).argmax(), forward_only=True, vals=[[2, 2]]) def test_argmin(self): # check if it returns the first index for multiple occurences diff --git a/tinygrad/tensor.py b/tinygrad/tensor.py index 50a15e8427..2067000469 100644 --- a/tinygrad/tensor.py +++ b/tinygrad/tensor.py @@ -3152,7 +3152,7 @@ class Tensor(SimpleMathTrait): ``` """ if self.dtype != dtypes.bool and not dtypes.is_int(self.dtype): raise RuntimeError(f"{self.dtype} is not supported") - return self.logical_not() if self.dtype == dtypes.bool else self ^ ((1<<8*self.dtype.itemsize)-1) + return self.logical_not() if self.dtype == dtypes.bool else self ^ -1 def lshift(self, x:int): """ From ccf54c2375c53dc9cc7887c0948c9e4692b743ec Mon Sep 17 00:00:00 2001 From: chenyu Date: Mon, 9 Dec 2024 02:29:23 -0500 Subject: [PATCH 69/83] fix argmax/min on int32 min (#8118) --- test/test_ops.py | 34 ++++++++++++++++++++++++---------- tinygrad/tensor.py | 2 +- 2 files changed, 25 insertions(+), 11 deletions(-) diff --git a/test/test_ops.py b/test/test_ops.py index 64eda92e37..f85809bd2b 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -844,7 +844,8 @@ class TestOps(unittest.TestCase): def test_argmax(self): # check if it returns the first index for multiple occurences - self.assertEqual(torch.tensor([2,2]).argmax().numpy(), Tensor([2,2]).argmax().numpy()) + helper_test_op(None, lambda x: x.argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[2, 2]]) + helper_test_op(None, lambda x: x.argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[1, 2, 2]]) np.testing.assert_equal(Tensor([2,2]).argmax().numpy(), np.array(0)) np.testing.assert_equal(Tensor([1,2,2]).argmax().numpy(), np.array(1)) helper_test_op([(10,20)], lambda x: x.argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True) @@ -854,9 +855,16 @@ class TestOps(unittest.TestCase): # regression test for bitwise_not then argmax helper_test_op(None, lambda x: (~x).argmax().type(torch.int32), lambda x: (~x).argmax(), forward_only=True, vals=[[2, 2]]) + helper_test_op(None, lambda x: x.argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[-2**31, 0]]) + # NOTE: torch does not support this on bool + helper_test_op(None, lambda x: x.type(torch.int32).argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[False, True]]) + helper_test_op(None, lambda x: x.type(torch.int32).argmax().type(torch.int32), lambda x: x.argmax(), forward_only=True, vals=[[True, False]]) + def test_argmin(self): # check if it returns the first index for multiple occurences - self.assertEqual(torch.tensor([2, 2]).argmin().numpy(), Tensor([2, 2]).argmin().numpy()) + helper_test_op(None, lambda x: x.argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[2, 2]]) + helper_test_op(None, lambda x: x.argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[3, 2, 2]]) np.testing.assert_equal(Tensor([2,2]).argmin().numpy(), np.array(0)) np.testing.assert_equal(Tensor([3,2,2]).argmin().numpy(), np.array(1)) helper_test_op([(10,20)], lambda x: x.argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True) @@ -864,6 +872,12 @@ class TestOps(unittest.TestCase): helper_test_op([(10,20)], lambda x: x.argmin(1, False).type(torch.int32), lambda x: x.argmin(1, False), forward_only=True) helper_test_op([(10,20)], lambda x: x.argmin(1, True).type(torch.int32), lambda x: x.argmin(1, True), forward_only=True) + helper_test_op(None, lambda x: x.argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[-2**31, 0]]) + # NOTE: torch does not support this on bool + helper_test_op(None, lambda x: x.type(torch.int32).argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[False, True]]) + helper_test_op(None, lambda x: x.type(torch.int32).argmin().type(torch.int32), lambda x: x.argmin(), forward_only=True, vals=[[True, False]]) + def test_einsum(self): # matrix transpose helper_test_op([(150,150)], lambda a: torch.einsum('ij->ji', a), lambda a: Tensor.einsum('ij->ji', a)) @@ -1099,10 +1113,10 @@ class TestOps(unittest.TestCase): helper_test_op([(45,3)], lambda x: x.min().mul(0.5)) helper_test_op([()], lambda x: x.min()) - helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[0, -2**31]]) - helper_test_op(None, lambda x: x.type(torch.int32).min(), lambda x: x.cast(dtypes.int32).min(), forward_only=True, vals=[[-2**31, 0]]) - helper_test_op(None, lambda x: x.type(torch.bool).min(), lambda x: x.cast(dtypes.bool).min(), forward_only=True, vals=[[False, True]]) - helper_test_op(None, lambda x: x.type(torch.bool).min(), lambda x: x.cast(dtypes.bool).min(), forward_only=True, vals=[[True, False]]) + helper_test_op(None, lambda x: x.min(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.min(), forward_only=True, vals=[[-2**31, 0]]) + helper_test_op(None, lambda x: x.min(), forward_only=True, vals=[[False, True]]) + helper_test_op(None, lambda x: x.min(), forward_only=True, vals=[[True, False]]) def test_max(self): helper_test_op([(45,3)], lambda x: x.max()) @@ -1111,10 +1125,10 @@ class TestOps(unittest.TestCase): helper_test_op([(3,4,5,6)], lambda x: x.max(axis=1)[0], lambda x: x.max(axis=1)) helper_test_op([()], lambda x: x.max()) - helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[0, -2**31]]) - helper_test_op(None, lambda x: x.type(torch.int32).max(), lambda x: x.cast(dtypes.int32).max(), forward_only=True, vals=[[-2**31, 0]]) - helper_test_op(None, lambda x: x.type(torch.bool).max(), lambda x: x.cast(dtypes.bool).max(), forward_only=True, vals=[[False, True]]) - helper_test_op(None, lambda x: x.type(torch.bool).max(), lambda x: x.cast(dtypes.bool).max(), forward_only=True, vals=[[True, False]]) + helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[0, -2**31]]) + helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[-2**31, 0]]) + helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[False, True]]) + helper_test_op(None, lambda x: x.max(), forward_only=True, vals=[[True, False]]) @unittest.skipIf(Device.DEFAULT == "QCOM", "OpenCL fails to compile this (both on GPU(qcom)/QCOM backends)") def test_any(self): diff --git a/tinygrad/tensor.py b/tinygrad/tensor.py index 2067000469..5049f5ef7b 100644 --- a/tinygrad/tensor.py +++ b/tinygrad/tensor.py @@ -1885,7 +1885,7 @@ class Tensor(SimpleMathTrait): print(t.argmin(axis=1).numpy()) # Returns the indices of the minimum values along axis 1. ``` """ - return (-self).argmax(axis=axis, keepdim=keepdim) + return (-self if self.is_floating_point() else ~self).argmax(axis=axis, keepdim=keepdim) def rearrange(self, formula: str, **sizes) -> Tensor: """ From 22d99f14214e3b31ede89275dcd2549be55cde8b Mon Sep 17 00:00:00 2001 From: qazal <77887910+Qazalin@users.noreply.github.com> Date: Mon, 9 Dec 2024 11:26:19 +0200 Subject: [PATCH 70/83] test_pickle_realized_tensor actually tests pickle [pr] (#8119) * test_pickle_realized_tensor actually tests pickle [pr] * clang --- test/test_pickle.py | 22 +++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/test/test_pickle.py b/test/test_pickle.py index 1f0053a3ca..0880959373 100644 --- a/test/test_pickle.py +++ b/test/test_pickle.py @@ -2,6 +2,7 @@ import unittest, pickle, types import numpy as np from tinygrad import Tensor, TinyJit, Variable, dtypes from tinygrad.engine.schedule import create_schedule +from tinygrad.helpers import GlobalCounters from tinygrad.ops import PatternMatcher, UPat, UOp class TestPickle(unittest.TestCase): @@ -24,10 +25,29 @@ class TestPickle(unittest.TestCase): pickle.dumps(sym) def test_pickle_realized_tensor(self): + print("** init") t = Tensor.rand(10, 10).realize() st = pickle.dumps(t) + t_values = t.numpy() + del t # free buffers + print("** post pickle") + init = GlobalCounters.kernel_count t2:Tensor = pickle.loads(st) - np.testing.assert_equal(t.numpy(), t2.numpy()) + np.testing.assert_equal(t_values, t2.numpy()) + # expect at most one COPY kernel + self.assertLessEqual(GlobalCounters.kernel_count-init, 1) + + def test_pickle_realized_tensor_alt(self): + print("** init") + t = Tensor.rand(10, 10).to("CLANG").realize() + st = pickle.dumps(t) + t_values = t.numpy() + del t # free buffers + print("** post pickle") + init = GlobalCounters.kernel_count + t2:Tensor = pickle.loads(st) + np.testing.assert_equal(t_values, t2.numpy()) + self.assertEqual(GlobalCounters.kernel_count-init, 0) def test_pickle_unrealized_tensor(self): t = Tensor.ones(10, 10) From c6277fce09a075a7ea988b1aa2eed220d2759447 Mon Sep 17 00:00:00 2001 From: Ahmed Harmouche Date: Mon, 9 Dec 2024 14:09:00 +0100 Subject: [PATCH 71/83] Remove f16 decompression lib from SD compile.py (#8121) * Remove f16-to-f32-gpu lib, use tinygrad exported decompression * No need to create new instance --- examples/webgpu/stable_diffusion/compile.py | 8 +++++--- examples/webgpu/stable_diffusion/index.html | 12 ++++++------ 2 files changed, 11 insertions(+), 9 deletions(-) diff --git a/examples/webgpu/stable_diffusion/compile.py b/examples/webgpu/stable_diffusion/compile.py index 68f12ec39a..a26be7c9dd 100644 --- a/examples/webgpu/stable_diffusion/compile.py +++ b/examples/webgpu/stable_diffusion/compile.py @@ -1,9 +1,10 @@ import os from extra.export_model import compile_net, jit_model, dtype_to_js_type +from extra.f16_decompress import u32_to_f16 from examples.stable_diffusion import StableDiffusion from tinygrad.nn.state import get_state_dict, safe_save, safe_load_metadata, torch_load, load_state_dict from tinygrad.tensor import Tensor -from tinygrad import Device +from tinygrad import Device, dtypes from tinygrad.helpers import fetch from typing import NamedTuple, Any, List import requests @@ -95,7 +96,8 @@ if __name__ == "__main__": sub_steps = [ Step(name = "textModel", input = [Tensor.randn(1, 77)], forward = model.cond_stage_model.transformer.text_model), Step(name = "diffusor", input = [Tensor.randn(1, 77, 768), Tensor.randn(1, 77, 768), Tensor.randn(1,4,64,64), Tensor.rand(1), Tensor.randn(1), Tensor.randn(1), Tensor.randn(1)], forward = model), - Step(name = "decoder", input = [Tensor.randn(1,4,64,64)], forward = model.decode) + Step(name = "decoder", input = [Tensor.randn(1,4,64,64)], forward = model.decode), + Step(name = "f16tof32", input = [Tensor.randn(2097120, dtype=dtypes.uint32)], forward = u32_to_f16) ] prg = "" @@ -130,7 +132,7 @@ if __name__ == "__main__": return {{ "setup": async (device, safetensor) => {{ - const metadata = getTensorMetadata(safetensor[0]); + const metadata = safetensor ? getTensorMetadata(safetensor[0]) : null; {exported_bufs} diff --git a/examples/webgpu/stable_diffusion/index.html b/examples/webgpu/stable_diffusion/index.html index 464c908f70..08488f8a84 100644 --- a/examples/webgpu/stable_diffusion/index.html +++ b/examples/webgpu/stable_diffusion/index.html @@ -165,10 +165,6 @@ import ClipTokenizer from './clip_tokenizer.js'; window.clipTokenizer = new ClipTokenizer(); - @@ -214,6 +210,8 @@

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