From 74e11de797968a04ec24dfc5a1d385c2bf87c7ea Mon Sep 17 00:00:00 2001 From: Yuan Yao Date: Sat, 24 Aug 2024 00:40:44 +0000 Subject: [PATCH] initial commit Signed-off-by: Yuan Yao --- docs/IR.md | 2 +- docs/docsgen/source/api/numpy_helper.md | 2 +- docs/docsgen/source/technical/float4.md | 118 ++++++++++++++++++ docs/docsgen/source/technical/index.md | 1 + onnx/__init__.py | 2 + onnx/_custom_element_types.py | 6 + .../test_acos/test_data_set_0/output_0.pb | Bin 254 -> 254 bytes .../test_acosh/test_data_set_0/output_0.pb | 2 +- .../test_asin/test_data_set_0/output_0.pb | 2 +- .../test_asinh/test_data_set_0/output_0.pb | 2 +- .../test_atan/test_data_set_0/output_0.pb | 2 +- .../test_atanh/test_data_set_0/output_0.pb | 4 +- .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_cosh/test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | Bin 21 -> 21 bytes .../node/test_dft/test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_dft_axis/test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_data_set_0/output_0.pb | Bin 816 -> 816 bytes .../test_data_set_0/output_0.pb | Bin 21 -> 21 bytes .../test_data_set_0/output_0.pb | Bin 21 -> 21 bytes .../test_data_set_0/output_0.pb | 7 +- .../test_data_set_0/output_0.pb | 7 +- .../test_data_set_0/output_0.pb | Bin 254 -> 254 bytes .../test_data_set_0/output_0.pb | Bin 254 -> 254 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | Bin 49 -> 49 bytes .../test_data_set_0/output_0.pb | 4 +- .../test_data_set_0/output_0.pb | Bin 11548 -> 11548 bytes .../test_data_set_0/output_0.pb | Bin 10816 -> 10816 bytes .../test_data_set_0/output_0.pb | Bin 12304 -> 12304 bytes .../test_data_set_0/output_0.pb | Bin 12304 -> 12304 bytes .../test_data_set_0/output_0.pb | Bin 1216 -> 1216 bytes .../test_data_set_0/output_0.pb | Bin 357511 -> 357511 bytes .../test_data_set_0/output_0.pb | Bin 2516 -> 2516 bytes .../test_mish/test_data_set_0/output_0.pb | Bin 40012 -> 40012 bytes .../test_data_set_0/output_0.pb | Bin 40012 -> 40012 bytes .../node/test_mvn/test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../node/test_pow/test_data_set_0/output_0.pb | Bin 254 -> 254 bytes .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/output_0.pb | 2 +- .../test_sinh/test_data_set_0/output_0.pb | 2 +- .../test_data_set_0/input_2.pb | Bin 78 -> 78 bytes .../test_data_set_0/output_0.pb | Bin 1101 -> 1101 bytes .../node/test_tan/test_data_set_0/output_0.pb | 2 +- onnx/checker.cc | 1 + onnx/common/ir_pb_converter.cc | 3 +- onnx/defs/data_type_utils.cc | 1 + onnx/defs/parser.cc | 1 + onnx/defs/parser.h | 1 + onnx/defs/schema.h | 77 ++++++++++++ onnx/helper.py | 31 ++++- onnx/mapping.py | 4 + onnx/numpy_helper.py | 68 +++++++++- onnx/onnx-ml.proto | 13 +- onnx/onnx-ml.proto3 | 13 +- onnx/onnx.in.proto | 13 +- onnx/onnx.proto | 13 +- onnx/onnx.proto3 | 13 +- onnx/reference/custom_element_types.py | 2 + onnx/reference/op_run.py | 3 + onnx/reference/ops/op_cast.py | 16 +++ onnx/subbyte.py | 68 ++++++++++ onnx/test/helper_test.py | 26 ++++ onnx/test/numpy_helper_test.py | 2 + onnx/test/parser_test.py | 1 + 83 files changed, 507 insertions(+), 52 deletions(-) create mode 100644 docs/docsgen/source/technical/float4.md diff --git a/docs/IR.md b/docs/IR.md index d1a196b0e44..9139e2be8e2 100644 --- a/docs/IR.md +++ b/docs/IR.md @@ -421,7 +421,7 @@ It is common to represent a tensor as a nested list. This generally works fine, |Group|Types|Description| |---|---|---| -Floating Point Types|float16, float32, float64, bfloat16, float8e4m3fn, float8e5m2, float8e4m3fnuz, float8e5m2fnuz|Values adhering to the IEEE 754-2008 standard representation of floating-point data or defined in papers [FP8 Formats for Deep Learning](https://arxiv.org/abs/2209.05433) and [8-bit Numerical Formats for Deep Neural Networks](https://arxiv.org/abs/2206.02915) +Floating Point Types|float16, float32, float64, bfloat16, float8e4m3fn, float8e5m2, float8e4m3fnuz, float8e5m2fnuz, float4e2m1|Values adhering to the IEEE 754-2008 standard representation of floating-point data or defined in papers [FP8 Formats for Deep Learning](https://arxiv.org/abs/2209.05433), [8-bit Numerical Formats for Deep Neural Networks](https://arxiv.org/abs/2206.02915), and the [Open Compute Project](https://www.opencompute.org/documents/ocp-microscaling-formats-mx-v1-0-spec-final-pdf) Signed Integer Types|int4, int8, int16, int32, int64|Signed integers are supported for 4-64 bit widths. Unsigned Integer Types|uint4, uint8, uint16, uint32, uint64|Unsigned integers are supported for 4-64 bit widths. Complex Types|complex64, complex128|A complex number with either 32- or 64-bit real and imaginary parts. diff --git a/docs/docsgen/source/api/numpy_helper.md b/docs/docsgen/source/api/numpy_helper.md index 511741fc77a..18662e0ac85 100644 --- a/docs/docsgen/source/api/numpy_helper.md +++ b/docs/docsgen/source/api/numpy_helper.md @@ -33,7 +33,7 @@ .. autofunction:: onnx.numpy_helper.to_array ``` -As numpy does not support all the types defined in ONNX (float 8 types, blofat16, int4, uint4), +As numpy does not support all the types defined in ONNX (float 8 types, blofat16, int4, uint4, float4e2m1), these two functions use a custom dtype defined in :mod:`onnx._custom_element_types`. ## sequence diff --git a/docs/docsgen/source/technical/float4.md b/docs/docsgen/source/technical/float4.md new file mode 100644 index 00000000000..2d9d04c1f23 --- /dev/null +++ b/docs/docsgen/source/technical/float4.md @@ -0,0 +1,118 @@ + + +(onnx-detail-float4)= + +# Float stored in 4 bits + +## Papers + +4 bit floating point formats have emerged as a solution to the +rising cost and deployment challenges of large language models. +The S1E2M1 format has been part of the [Open Compute Project (OCP)](https://www.opencompute.org/documents/ocp-microscaling-formats-mx-v1-0-spec-final-pdf) +standard. + +As a result, a new data type was introduced in `onnx==1.18.0` +to support a limited set of operators to enable computation +with float4. + +- `FLOAT4E2M1`: 1 bit for the sign, 2 bits for the exponents, and 1 bit for the mantissa. + No nan or infinities. + +## E2M1 + +$S$ stands for the sign. $10_2$ describe a number base 2. + +```{eval-rst} +.. list-table:: Float4 type + :widths: 10 10 + :header-rows: 1 + + * - + - E2M1 + * - Exponent bias + - 1 + * - Infinities + - + * - NaN + - + * - Zeros + - :math:`S.00.0_2` + * - Max + - :math:`S.11.1_2` + * - Min + - :math:`S.00.1_2 = 2^{-1}` + +``` + +Let's denote the bit representation as $S.b_2 b_1 b_0$. +The float value is defined by the following expressions: + +```{eval-rst} +.. list-table:: Float4 type values + :widths: 10 10 + :header-rows: 1 + + * - + - E2M1 + * - exponent :math:`\neq` 0 + - :math:`(-1)^S 2^{\sum_{i=1}^2 b_i 2^{i-1} - 1} \left( 1 + b_0 2^{-1} \right)` + * - exponent :math:`=` 0 + - :math:`(-1)^S b_0 2^{-1}` +``` + +The following table lists all the representable values by float4 E2M1, ignoring the sign bit: +```{eval-rst} +.. list-table:: Float4 type values + :widths: 10 10 + :header-rows: 1 + + * - bits (ignoring sign bit) + - E2M1 + * - 000 + - 0 + * - 001 + - 0.5 + * - 010 + - 1 + * - 011 + - 1.5 + * - 100 + - 2 + * - 101 + - 3 + * - 110 + - 4 + * - 111 + - 6 +``` + +## Cast + +Upcasting from float4 to float32, float16, bfloat16, and float8 is exact. +The behavior for downcasting to float 4 is summarized below + +| x | E2M1 | +| ----------------- | ------------------------------------------------- | +| -6<=x<=6 | E2M1 converted value of x. Round to nearest even. | +| x=+/-0 | +/-0 | +| x>6 | 6 | +| x<-6 | -6 | +| +Inf | 6 | +| -Inf | -6 | +| NaN | 6 | + +## Packing and Unpacking + +Float4 is stored as 2x4bit in a single byte. +The first element is stored in the 4 LSB and the second element is stored in the 4 MSB, +i.e. for elements `x` and `y` that are consecutive elements in the array: +``` +pack(x,y): y << 4 | x & 0x0F +unpack(z): x = z & 0x0F, y = z >> 4 +``` +In case the total number of elements is odd, padding of 4 bits will be appended. +The storage size of a 4 bit tensor of size `N` is `ceil(N/2)`. diff --git a/docs/docsgen/source/technical/index.md b/docs/docsgen/source/technical/index.md index 20d16834675..6e3fa68fbb1 100644 --- a/docs/docsgen/source/technical/index.md +++ b/docs/docsgen/source/technical/index.md @@ -16,4 +16,5 @@ deeper than the code documentation. float8 int4 +float4 ``` diff --git a/onnx/__init__.py b/onnx/__init__.py index 44b5888af79..2f85361471e 100644 --- a/onnx/__init__.py +++ b/onnx/__init__.py @@ -17,6 +17,7 @@ "IR_VERSION_2020_5_8", "IR_VERSION_2021_7_30", "IR_VERSION_2023_5_5", + "IR_VERSION_2024_3_25", "EXPERIMENTAL", "STABLE", # Modules @@ -95,6 +96,7 @@ IR_VERSION_2020_5_8, IR_VERSION_2021_7_30, IR_VERSION_2023_5_5, + IR_VERSION_2024_3_25, ModelProto, NodeProto, OperatorSetIdProto, diff --git a/onnx/_custom_element_types.py b/onnx/_custom_element_types.py index 456c8798ab5..931d2ad1fb6 100644 --- a/onnx/_custom_element_types.py +++ b/onnx/_custom_element_types.py @@ -52,6 +52,11 @@ #: than its onnx size. int4 = np.dtype((np.int8, {"int4": (np.int8, 0)})) +#: Defines float 4 e2m1 type, see See :ref:`onnx-detail-float4` for technical details. +#: Do note that one integer is stored using a byte and therefore is twice bigger +#: than its onnx size. +float4e2m1 = np.dtype((np.uint8, {"float4e2m1": (np.uint8, 0)})) + mapping_name_to_data_type = { "bfloat16": onnx.TensorProto.BFLOAT16, "e4m3fn": onnx.TensorProto.FLOAT8E4M3FN, @@ -60,4 +65,5 @@ "e5m2fnuz": onnx.TensorProto.FLOAT8E5M2FNUZ, "int4": onnx.TensorProto.INT4, "uint4": onnx.TensorProto.UINT4, + "float4e2m1": onnx.TensorProto.FLOAT4E2M1, } diff --git a/onnx/backend/test/data/node/test_acos/test_data_set_0/output_0.pb b/onnx/backend/test/data/node/test_acos/test_data_set_0/output_0.pb index 15177ccd16805f721ffa0b238e95de5bd3ce566f..543b7ccf2a3200df6b5be82e584305e2a3a8958e 100644 GIT binary patch delta 240 zcmV}Nk>jI2I#4^lt8{h2=mD~~@*cuYSrS;0ShM^`^Z@>M@2?yWy)gSbCf{GUGsYMDO_ q%yvJ|@s2-rOdLKq`nx}zAg({&QnWwr?pr^VNT@%R_liG@bg4fQ$!W|0 delta 240 zcmV}Nk>jI2I$4^lt8{h2=mD~~@)cuYSrS;0ShM^`^Z@>M@2?yWy)gSbCe{GUGsYMDO_ q%yvJ|@s2-qOdLKq`nx}yAg({&QnWwq?pr^VNT@%R_liG?bg4fKy=lGx diff --git a/onnx/backend/test/data/node/test_acosh/test_data_set_0/output_0.pb b/onnx/backend/test/data/node/test_acosh/test_data_set_0/output_0.pb index 09614b1603f..52edf0b2f34 100644 --- a/onnx/backend/test/data/node/test_acosh/test_data_set_0/output_0.pb +++ b/onnx/backend/test/data/node/test_acosh/test_data_set_0/output_0.pb @@ -1 +1 @@ -ByJ@D{,@#@@8@&@w@8@[m=@ @22@*@ @>;@?ZT?~/? 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?jI̎;=]ATA0A>h>PQ@@!6k!>4@%@оDe޿ @> 7RmB{?Y~Ap1]Ο͛>pw՟>m=ğ>xZ<R¾ \ No newline at end of file diff --git a/onnx/checker.cc b/onnx/checker.cc index 86499cae8d5..fc5b140d7bb 100644 --- a/onnx/checker.cc +++ b/onnx/checker.cc @@ -188,6 +188,7 @@ void check_tensor(const TensorProto& tensor, const CheckerContext& ctx) { case TensorProto::FLOAT8E5M2FNUZ: case TensorProto::UINT4: case TensorProto::INT4: + case TensorProto::FLOAT4E2M1: check_field(int32_data); break; diff --git a/onnx/common/ir_pb_converter.cc b/onnx/common/ir_pb_converter.cc index 3aa26061880..77f0d0b636f 100644 --- a/onnx/common/ir_pb_converter.cc +++ b/onnx/common/ir_pb_converter.cc @@ -51,7 +51,8 @@ Tensor tensorProtoToTensor(const ONNX_NAMESPACE::TensorProto& tp) { case ONNX_NAMESPACE::TensorProto_DataType_FLOAT8E4M3FN: case ONNX_NAMESPACE::TensorProto_DataType_FLOAT8E4M3FNUZ: case ONNX_NAMESPACE::TensorProto_DataType_FLOAT8E5M2: - case ONNX_NAMESPACE::TensorProto_DataType_FLOAT8E5M2FNUZ: { + case ONNX_NAMESPACE::TensorProto_DataType_FLOAT8E5M2FNUZ: + case ONNX_NAMESPACE::TensorProto_DataType_FLOAT4E2M1: { ret.int32s().reserve(tp.int32_data_size()); for (int i = 0; i < tp.int32_data_size(); i++) { ret.int32s().push_back(tp.int32_data(i)); diff --git a/onnx/defs/data_type_utils.cc b/onnx/defs/data_type_utils.cc index da47935deac..87c667b1147 100644 --- a/onnx/defs/data_type_utils.cc +++ b/onnx/defs/data_type_utils.cc @@ -441,6 +441,7 @@ TypesWrapper::TypesWrapper() { type_str_to_tensor_data_type_["float8e5m2fnuz"] = TensorProto_DataType_FLOAT8E5M2FNUZ; type_str_to_tensor_data_type_["uint4"] = TensorProto_DataType_UINT4; type_str_to_tensor_data_type_["int4"] = TensorProto_DataType_INT4; + type_str_to_tensor_data_type_["float4e2m1"] = TensorProto_DataType_FLOAT4E2M1; for (auto& str_type_pair : type_str_to_tensor_data_type_) { tensor_data_type_to_type_str_[str_type_pair.second] = str_type_pair.first; diff --git a/onnx/defs/parser.cc b/onnx/defs/parser.cc index 046fd68c5b2..4a063c4a828 100644 --- a/onnx/defs/parser.cc +++ b/onnx/defs/parser.cc @@ -473,6 +473,7 @@ Status OnnxParser::Parse(TensorProto& tensorProto, const TypeProto& tensorTypePr case TensorProto::DataType::TensorProto_DataType_FLOAT8E5M2: case TensorProto::DataType::TensorProto_DataType_FLOAT8E5M2FNUZ: case TensorProto::DataType::TensorProto_DataType_BOOL: + case TensorProto::DataType::TensorProto_DataType_FLOAT4E2M1: PARSE_TOKEN(intval); // TODO: check values are in the correct range. tensorProto.add_int32_data(intval); diff --git a/onnx/defs/parser.h b/onnx/defs/parser.h index b3e87276b21..7b81ed773e6 100644 --- a/onnx/defs/parser.h +++ b/onnx/defs/parser.h @@ -96,6 +96,7 @@ class PrimitiveTypeNameMap : public StringIntMap { map_["float8e5m2fnuz"] = TensorProto_DataType_FLOAT8E5M2FNUZ; map_["uint4"] = TensorProto_DataType_UINT4; map_["int4"] = TensorProto_DataType_INT4; + map_["float4e2m1"] = TensorProto_DataType_FLOAT4E2M1; } static bool IsTypeName(const std::string& dtype) { diff --git a/onnx/defs/schema.h b/onnx/defs/schema.h index fc8d85ee1e4..e365942e30d 100644 --- a/onnx/defs/schema.h +++ b/onnx/defs/schema.h @@ -630,6 +630,30 @@ class OpSchema final { return numeric_types_for_math_reduction; } + static const std::vector& all_numeric_types_ir11() { + static const std::vector all_numeric_types_ir11 = { + "tensor(uint8)", + "tensor(uint16)", + "tensor(uint32)", + "tensor(uint64)", + "tensor(int8)", + "tensor(int16)", + "tensor(int32)", + "tensor(int64)", + "tensor(float16)", + "tensor(float)", + "tensor(double)", + "tensor(bfloat16)", + "tensor(float8e4m3fn)", + "tensor(float8e4m3fnuz)", + "tensor(float8e5m2)", + "tensor(float8e5m2fnuz)", + "tensor(uint4)", + "tensor(int4)", + "tensor(float4e2m1)"}; + return all_numeric_types_ir11; + } + static const std::vector& all_numeric_types_ir10() { static const std::vector all_numeric_types_ir10 = { "tensor(uint8)", @@ -844,6 +868,28 @@ class OpSchema final { return all_non_complex_tensor_types_ir10; } + static const std::vector& all_tensor_types_ir11() { + static const std::vector all_tensor_types_ir11 = { + "tensor(uint8)", "tensor(uint16)", "tensor(uint32)", "tensor(uint64)", + "tensor(int8)", "tensor(int16)", "tensor(int32)", "tensor(int64)", + "tensor(bfloat16)", "tensor(float16)", "tensor(float)", "tensor(double)", + "tensor(string)", "tensor(bool)", "tensor(complex64)", "tensor(complex128)", + "tensor(float8e4m3fn)", "tensor(float8e4m3fnuz)", "tensor(float8e5m2)", "tensor(float8e5m2fnuz)", + "tensor(uint4)", "tensor(int4)", "tensor(float4e2m1)"}; + return all_tensor_types_ir11; + } + + static const std::vector& all_non_complex_tensor_types_ir11() { + static const std::vector all_non_complex_tensor_types_ir11 = { + "tensor(uint8)", "tensor(uint16)", "tensor(uint32)", "tensor(uint64)", + "tensor(int8)", "tensor(int16)", "tensor(int32)", "tensor(int64)", + "tensor(bfloat16)", "tensor(float16)", "tensor(float)", "tensor(double)", + "tensor(string)", "tensor(bool)", "tensor(float8e4m3fn)", "tensor(float8e4m3fnuz)", + "tensor(float8e5m2)", "tensor(float8e5m2fnuz)", "tensor(uint4)", "tensor(int4)", + "tensor(float4e2m1)"}; + return all_non_complex_tensor_types_ir11; + } + static const std::vector& all_tensor_sequence_types() { static const std::vector all_tensor_sequence_types = { "seq(tensor(uint8))", @@ -910,6 +956,19 @@ class OpSchema final { return all_tensor_sequence_types_ir10; } + static const std::vector& all_tensor_sequence_types_ir11() { + static const std::vector all_tensor_sequence_types_ir11 = { + "seq(tensor(uint8))", "seq(tensor(uint16))", "seq(tensor(uint32))", + "seq(tensor(uint64))", "seq(tensor(int8))", "seq(tensor(int16))", + "seq(tensor(int32))", "seq(tensor(int64))", "seq(tensor(bfloat16))", + "seq(tensor(float16))", "seq(tensor(float))", "seq(tensor(double))", + "seq(tensor(string))", "seq(tensor(bool))", "seq(tensor(complex64))", + "seq(tensor(complex128))", "seq(tensor(float8e4m3fn))", "seq(tensor(float8e4m3fnuz))", + "seq(tensor(float8e5m2))", "seq(tensor(float8e5m2fnuz))", "seq(tensor(uint4))", + "seq(tensor(int4))", "seq(tensor(float4e2m1))"}; + return all_tensor_sequence_types_ir11; + } + static const std::vector& all_optional_types() { static const std::vector all_optional_types = { "optional(seq(tensor(uint8)))", "optional(seq(tensor(uint16)))", "optional(seq(tensor(uint32)))", @@ -976,6 +1035,24 @@ class OpSchema final { return all_optional_types; } + static const std::vector& all_optional_types_ir11() { + static const std::vector all_optional_types = { + "optional(seq(tensor(uint8)))", "optional(seq(tensor(uint16)))", "optional(seq(tensor(uint32)))", + "optional(seq(tensor(uint64)))", "optional(seq(tensor(int8)))", "optional(seq(tensor(int16)))", + "optional(seq(tensor(int32)))", "optional(seq(tensor(int64)))", "optional(seq(tensor(bfloat16)))", + "optional(seq(tensor(float16)))", "optional(seq(tensor(float)))", "optional(seq(tensor(double)))", + "optional(seq(tensor(string)))", "optional(seq(tensor(bool)))", "optional(seq(tensor(complex64)))", + "optional(seq(tensor(complex128)))", "optional(tensor(uint8))", "optional(tensor(uint16))", + "optional(tensor(uint32))", "optional(tensor(uint64))", "optional(tensor(int8))", + "optional(tensor(int16))", "optional(tensor(int32))", "optional(tensor(int64))", + "optional(tensor(bfloat16))", "optional(tensor(float16))", "optional(tensor(float))", + "optional(tensor(double))", "optional(tensor(string))", "optional(tensor(bool))", + "optional(tensor(complex64))", "optional(tensor(complex128))", "optional(tensor(float8e4m3fn))", + "optional(tensor(float8e4m3fnuz))", "optional(tensor(float8e5m2))", "optional(tensor(float8e5m2fnuz))", + "optional(tensor(uint4))", "optional(tensor(int4))", "optional(tensor(float4e2m1))"}; + return all_optional_types; + } + // Calls the passed function with `this` as an argument. Useful for // adding docs for temlated/macro ops. OpSchema& FillUsing(const std::function& populator); diff --git a/onnx/helper.py b/onnx/helper.py index da66f3cbaca..8105db929b9 100644 --- a/onnx/helper.py +++ b/onnx/helper.py @@ -672,6 +672,28 @@ def pack_float32_to_4bit(array: np.ndarray | Sequence, signed: bool) -> np.ndarr return arr.astype(np.uint8) # type: ignore[no-any-return] +def pack_float32_to_float4e2m1(array: np.ndarray | Sequence) -> np.ndarray: + """Convert an array of float32 value to float4e2m1 and pack every two concecutive elements in a byte. + See :ref:`onnx-detail-float4` for technical details. + + Args: + array: array of float to convert and pack + + Returns: + Packed array of float4e2m1 (as uint8) with size `ceil(farray.size/2)` (single dimension). + """ + if not isinstance(array, np.ndarray): + array = np.asarray(array, dtype=np.float32) + + array_flat = array.ravel() + is_odd_volume = np.prod(array.shape) % 2 == 1 + if is_odd_volume: + array_flat = np.append(array_flat, np.array([0])) + + arr = subbyte.float32x2_to_float4e2m1x2(array_flat[0::2], array_flat[1::2]) + return arr.astype(np.uint8) # type: ignore[no-any-return] + + def make_tensor( name: str, data_type: int, dims: Sequence[int], vals: Any, raw: bool = False ) -> TensorProto: @@ -714,8 +736,8 @@ def make_tensor( TensorProto.FLOAT8E5M2FNUZ, ): expected_size = 1 - # NumPy doesn't have INT4. It is packed in couples to UINT8 buffers. - elif data_type in (TensorProto.UINT4, TensorProto.INT4): + # NumPy doesn't have INT4/FP4. It is packed in couples to UINT8 buffers. + elif data_type in (TensorProto.UINT4, TensorProto.INT4, TensorProto.FLOAT4E2M1): expected_size = 0.5 # type: ignore[assignment] else: expected_size = np_dtype.itemsize @@ -728,7 +750,7 @@ def make_tensor( if len(vals) != expected_size: # padding of half a byte is acceptable for 4bit types if not ( - data_type in (TensorProto.UINT4, TensorProto.INT4) + data_type in (TensorProto.UINT4, TensorProto.INT4, TensorProto.FLOAT4E2M1) and len(vals) == expected_size + 0.5 ): raise ValueError( @@ -782,6 +804,8 @@ def make_tensor( # the size of int4 tensors to increase ~5x if the tensor contains negative values (due to # the way negative values are serialized by protobuf). vals = pack_float32_to_4bit(vals, signed=signed).flatten().tolist() + elif data_type == TensorProto.FLOAT4E2M1: + vals = pack_float32_to_float4e2m1(vals).flatten().tolist() elif data_type == TensorProto.BOOL: vals = np.array(vals).astype(int) elif data_type == TensorProto.STRING: @@ -1617,6 +1641,7 @@ def np_dtype_to_tensor_dtype(np_dtype: np.dtype) -> int: custom_np_types.float8e5m2fnuz, custom_np_types.int4, custom_np_types.uint4, + custom_np_types.float4e2m1, }: return custom_np_types.mapping_name_to_data_type[np_dtype.descr[0][0]] diff --git a/onnx/mapping.py b/onnx/mapping.py index 0cc9e7918f4..21d92cd30b0 100644 --- a/onnx/mapping.py +++ b/onnx/mapping.py @@ -88,6 +88,9 @@ class TensorDtypeMap(NamedTuple): int(TensorProto.INT4): TensorDtypeMap( np.dtype("int8"), int(TensorProto.INT32), "TensorProto.INT4" ), + int(TensorProto.FLOAT4E2M1): TensorDtypeMap( + np.dtype("float32"), int(TensorProto.UINT8), "TensorProto.FLOAT4E2M1" + ), } @@ -164,6 +167,7 @@ def __getitem__(self, key: int | str | np.dtype) -> Any: TensorProto.FLOAT8E5M2FNUZ, TensorProto.UINT4, TensorProto.INT4, + TensorProto.FLOAT4E2M1, ) } diff --git a/onnx/numpy_helper.py b/onnx/numpy_helper.py index 08f6a8e5845..3e6c391ed1f 100644 --- a/onnx/numpy_helper.py +++ b/onnx/numpy_helper.py @@ -7,6 +7,7 @@ from typing import Any, Sequence import numpy as np +import numpy.typing as npt import onnx._custom_element_types as custom_np_types from onnx import MapProto, OptionalProto, SequenceProto, TensorProto, helper, subbyte @@ -221,6 +222,48 @@ def unpack_int4( return res +def unpacked_float4e2m1_to_float32(x: npt.NDArray[np.uint8]) -> npt.NDArray[np.float32]: + """Evaluate the numerical value of an array of unpacked float4e2m1 values (as uint8) + See :ref:`onnx-detail-int4` for technical details. + + Args: + x: an array of uint8 elements representing a float4e2m1 (using the 4 LSB) + + Returns: + An array of float32 elements representing the values of the float4e2m1 input. + """ + # x is stored in 4 LSB of int + sign = np.where(np.bitwise_and(x, 0x08), -1, 1) + mantissa = x & 0x01 + exponent = (x & 0x06) >> 1 + + val = np.where( + exponent == 0, + sign * (mantissa / 2.0), + sign * (1.0 + mantissa / 2.0) * 2.0 ** (exponent - 1), + ) # denormalized, normalized + return val + + +def unpack_float4e2m1( + data: npt.NDArray[np.uint8], + dims: int | Sequence[int], +) -> np.ndarray: + """Converts ndarray of float4e2m1 (as packed uint8) to f32 + See :ref:`onnx-detail-float4` for technical details. + + Args: + data: A numpy array, empty dimensions are allowed if dims is + None. + dims: The dimensions are used to reshape the unpacked buffer + + Returns: + A numpy array of float32 reshaped to dims. + """ + res = subbyte.unpack_4bitx2(data.ravel(), dims) + return unpacked_float4e2m1_to_float32(res) + + def _to_array(tensor: TensorProto, base_dir: str = "") -> np.ndarray: # noqa: PLR0911 """Converts a tensor def object to a numpy array. @@ -289,6 +332,10 @@ def _to_array(tensor: TensorProto, base_dir: str = "") -> np.ndarray: # noqa: P data = np.frombuffer(raw_data, dtype=np.int8) return unpack_int4(data, dims, signed=True) + if tensor_dtype == TensorProto.FLOAT4E2M1: + data = np.frombuffer(raw_data, dtype=np.uint8) + return unpack_float4e2m1(data, dims) # type: ignore[arg-type] + return np.frombuffer(raw_data, dtype=np_dtype).reshape(dims) # type: ignore[no-any-return] # float16 is stored as int32 (uint16 type); Need view to get the original value @@ -404,6 +451,22 @@ def to_array(tensor: TensorProto, base_dir: str = "") -> np.ndarray: unpacked_data = unpack_int4(y, dims=shape, signed=signed) return unpacked_data.astype(dtype) + if elem_type == TensorProto.FLOAT4E2M1: + if uses_external_data(tensor): + load_external_data_for_tensor(tensor, base_dir) + if tensor.HasField("raw_data"): + data = tensor.raw_data # type: ignore[assignment] + else: + data = tensor.int32_data + shape = tuple(tensor.dims) + + # 2 packed float4e2m1 elements must be represented as a single uint8 value. + # Therefore, y is np.uint8. + y = np.empty(len(data), dtype=custom_np_types.float4e2m1).ravel() # type: ignore[assignment] + for i, d in enumerate(data): + y[i] = d + unpacked_data = subbyte.unpack_4bitx2(y, dims=shape) # type: ignore[arg-type] + return unpacked_data.astype(custom_np_types.float4e2m1) return _to_array(tensor, base_dir=base_dir) @@ -508,10 +571,13 @@ def from_array(tensor: np.ndarray, name: str | None = None) -> TensorProto: elif dt == custom_np_types.uint4 and dt.descr[0][0] == "uint4": to = TensorProto.UINT4 dt_to = np.uint8 # type: ignore[assignment] + elif dt == custom_np_types.float4e2m1 and dt.descr[0][0] == "float4e2m1": + to = TensorProto.FLOAT4E2M1 + dt_to = np.uint8 else: return _from_array(tensor, name) - if to in (TensorProto.UINT4, TensorProto.INT4): + if to in (TensorProto.UINT4, TensorProto.INT4, TensorProto.FLOAT4E2M1): value = tensor.astype(dt_to).ravel() if value.size % 2 == 1: raise ValueError( diff --git a/onnx/onnx-ml.proto b/onnx/onnx-ml.proto index 80082fba409..b7b9263ddf2 100644 --- a/onnx/onnx-ml.proto +++ b/onnx/onnx-ml.proto @@ -110,9 +110,13 @@ enum Version { // Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ. IR_VERSION_2023_5_5 = 0x0000000000000009; - // IR VERSION 10 published on TBD + // IR VERSION 10 published on March 25, 2024 // Added UINT4, INT4. - IR_VERSION = 0x000000000000000A; + IR_VERSION_2024_3_25 = 0x000000000000000A; + + // IR VERSION 11 published on TBD + // Added FLOAT4E2M1. + IR_VERSION = 0x000000000000000B; } // Attributes @@ -538,10 +542,13 @@ message TensorProto { FLOAT8E5M2 = 19; // follows IEEE 754, supports nan, inf, mostly used for gradients FLOAT8E5M2FNUZ = 20; // follows IEEE 754, supports nan, not inf, mostly used for gradients, no negative zero - // 4-bit data-types + // 4-bit integer data types UINT4 = 21; // Unsigned integer in range [0, 15] INT4 = 22; // Signed integer in range [-8, 7], using two's-complement representation + // 4-bit floating point data types + FLOAT4E2M1 = 23; + // Future extensions go here. } diff --git a/onnx/onnx-ml.proto3 b/onnx/onnx-ml.proto3 index 3c00f12052f..eb51d768324 100644 --- a/onnx/onnx-ml.proto3 +++ b/onnx/onnx-ml.proto3 @@ -110,9 +110,13 @@ enum Version { // Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ. IR_VERSION_2023_5_5 = 0x0000000000000009; - // IR VERSION 10 published on TBD + // IR VERSION 10 published on March 25, 2024 // Added UINT4, INT4. - IR_VERSION = 0x000000000000000A; + IR_VERSION_2024_3_25 = 0x000000000000000A; + + // IR VERSION 11 published on TBD + // Added FLOAT4E2M1. + IR_VERSION = 0x000000000000000B; } // Attributes @@ -538,10 +542,13 @@ message TensorProto { FLOAT8E5M2 = 19; // follows IEEE 754, supports nan, inf, mostly used for gradients FLOAT8E5M2FNUZ = 20; // follows IEEE 754, supports nan, not inf, mostly used for gradients, no negative zero - // 4-bit data-types + // 4-bit integer data types UINT4 = 21; // Unsigned integer in range [0, 15] INT4 = 22; // Signed integer in range [-8, 7], using two's-complement representation + // 4-bit floating point data types + FLOAT4E2M1 = 23; + // Future extensions go here. } diff --git a/onnx/onnx.in.proto b/onnx/onnx.in.proto index c8d90a68769..d30e9393cc1 100644 --- a/onnx/onnx.in.proto +++ b/onnx/onnx.in.proto @@ -107,9 +107,13 @@ enum Version { // Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ. IR_VERSION_2023_5_5 = 0x0000000000000009; - // IR VERSION 10 published on TBD + // IR VERSION 10 published on March 25, 2024 // Added UINT4, INT4. - IR_VERSION = 0x000000000000000A; + IR_VERSION_2024_3_25 = 0x000000000000000A; + + // IR VERSION 11 published on TBD + // Added FLOAT4E2M1. + IR_VERSION = 0x000000000000000B; } // Attributes @@ -535,10 +539,13 @@ message TensorProto { FLOAT8E5M2 = 19; // follows IEEE 754, supports nan, inf, mostly used for gradients FLOAT8E5M2FNUZ = 20; // follows IEEE 754, supports nan, not inf, mostly used for gradients, no negative zero - // 4-bit data-types + // 4-bit integer data types UINT4 = 21; // Unsigned integer in range [0, 15] INT4 = 22; // Signed integer in range [-8, 7], using two's-complement representation + // 4-bit floating point data types + FLOAT4E2M1 = 23; + // Future extensions go here. } diff --git a/onnx/onnx.proto b/onnx/onnx.proto index 3ea17458a06..357c15767cd 100644 --- a/onnx/onnx.proto +++ b/onnx/onnx.proto @@ -108,9 +108,13 @@ enum Version { // Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ. IR_VERSION_2023_5_5 = 0x0000000000000009; - // IR VERSION 10 published on TBD + // IR VERSION 10 published on March 25, 2024 // Added UINT4, INT4. - IR_VERSION = 0x000000000000000A; + IR_VERSION_2024_3_25 = 0x000000000000000A; + + // IR VERSION 11 published on TBD + // Added FLOAT4E2M1. + IR_VERSION = 0x000000000000000B; } // Attributes @@ -536,10 +540,13 @@ message TensorProto { FLOAT8E5M2 = 19; // follows IEEE 754, supports nan, inf, mostly used for gradients FLOAT8E5M2FNUZ = 20; // follows IEEE 754, supports nan, not inf, mostly used for gradients, no negative zero - // 4-bit data-types + // 4-bit integer data types UINT4 = 21; // Unsigned integer in range [0, 15] INT4 = 22; // Signed integer in range [-8, 7], using two's-complement representation + // 4-bit floating point data types + FLOAT4E2M1 = 23; + // Future extensions go here. } diff --git a/onnx/onnx.proto3 b/onnx/onnx.proto3 index 480ee47eb4b..1fa40a0b22a 100644 --- a/onnx/onnx.proto3 +++ b/onnx/onnx.proto3 @@ -108,9 +108,13 @@ enum Version { // Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ. IR_VERSION_2023_5_5 = 0x0000000000000009; - // IR VERSION 10 published on TBD + // IR VERSION 10 published on March 25, 2024 // Added UINT4, INT4. - IR_VERSION = 0x000000000000000A; + IR_VERSION_2024_3_25 = 0x000000000000000A; + + // IR VERSION 11 published on TBD + // Added FLOAT4E2M1. + IR_VERSION = 0x000000000000000B; } // Attributes @@ -536,10 +540,13 @@ message TensorProto { FLOAT8E5M2 = 19; // follows IEEE 754, supports nan, inf, mostly used for gradients FLOAT8E5M2FNUZ = 20; // follows IEEE 754, supports nan, not inf, mostly used for gradients, no negative zero - // 4-bit data-types + // 4-bit integer data types UINT4 = 21; // Unsigned integer in range [0, 15] INT4 = 22; // Signed integer in range [-8, 7], using two's-complement representation + // 4-bit floating point data types + FLOAT4E2M1 = 23; + // Future extensions go here. } diff --git a/onnx/reference/custom_element_types.py b/onnx/reference/custom_element_types.py index 607ffaa9500..e1b6b1b12d2 100644 --- a/onnx/reference/custom_element_types.py +++ b/onnx/reference/custom_element_types.py @@ -12,6 +12,7 @@ from onnx._custom_element_types import ( bfloat16, + float4e2m1, float8e4m3fn, float8e4m3fnuz, float8e5m2, @@ -22,6 +23,7 @@ _supported_types = [ (bfloat16, "bfloat16", "bfloat16"), + (float4e2m1, "float4e2m1", "float4_e2m1"), (float8e4m3fn, "e4m3fn", "float8_e4m3fn"), (float8e4m3fnuz, "e4m3fnuz", "float8_e4m3fnuz"), (float8e5m2, "e5m2", "float8_e5m2"), diff --git a/onnx/reference/op_run.py b/onnx/reference/op_run.py index f04d0448be7..98e79a9549d 100644 --- a/onnx/reference/op_run.py +++ b/onnx/reference/op_run.py @@ -11,6 +11,7 @@ from onnx import TensorProto from onnx._custom_element_types import ( bfloat16, + float4e2m1, float8e4m3fn, float8e4m3fnuz, float8e5m2, @@ -705,6 +706,8 @@ def _run(self, *inputs, **kwargs): ttype = TensorProto.UINT4 # type: ignore[attr-defined] elif t.dtype == int4: ttype = TensorProto.INT4 # type: ignore[attr-defined] + elif t.dtype == float4e2m1: + ttype = TensorProto.FLOAT4E2M1 # type: ignore[attr-defined] else: raise types.append(make_tensor_type_proto(ttype, t.shape)) diff --git a/onnx/reference/ops/op_cast.py b/onnx/reference/ops/op_cast.py index 94cd7214e86..39aea25ed59 100644 --- a/onnx/reference/ops/op_cast.py +++ b/onnx/reference/ops/op_cast.py @@ -8,6 +8,7 @@ from onnx import subbyte from onnx._custom_element_types import ( bfloat16, + float4e2m1, float8e4m3fn, float8e4m3fnuz, float8e5m2, @@ -25,6 +26,7 @@ bfloat16_to_float32, float8e4m3_to_float32, float8e5m2_to_float32, + unpacked_float4e2m1_to_float32, ) from onnx.onnx_pb import TensorProto from onnx.reference.op_run import OpRun @@ -126,6 +128,20 @@ def cast_to(x, to, saturate): # noqa: PLR0911 y[i] = el return y.reshape(x.shape) + if x.dtype == float4e2m1 and x.dtype.descr[0][0] == "float4e2m1": + if to == TensorProto.FLOAT4E2M1: + return x + res = unpacked_float4e2m1_to_float32(x) + if to == TensorProto.FLOAT: + return res.astype(np.float32) + elif to == TensorProto.FLOAT16: + return res.astype(np.float16) + + if to == TensorProto.FLOAT4E2M1: + xf = x.astype(np.float32) + y = subbyte.float32_to_float4e2m1_unpacked(xf).astype(float4e2m1) + return y.reshape(x.shape) + if to == TensorProto.STRING: return x.astype(np.str_) diff --git a/onnx/subbyte.py b/onnx/subbyte.py index 5ee8e1cc4dc..872a324f6d7 100644 --- a/onnx/subbyte.py +++ b/onnx/subbyte.py @@ -3,7 +3,10 @@ # SPDX-License-Identifier: Apache-2.0 from __future__ import annotations +from typing import Sequence + import numpy as np +import numpy.typing as npt INT4_MIN = -8 INT4_MAX = 7 @@ -51,6 +54,33 @@ def float32x2_to_4bitx2( return i8_high << 4 | i8_low & 0x0F # type: ignore[operator] +def unpack_4bitx2( + x: npt.NDArray[np.uint8], dims: int | Sequence[int] +) -> npt.NDArray[np.uint8]: + """Unpack an array of packed uint8 elements (4bitx2) into individual elements + (still represented as uint8) + + Args: + x: Input data + dims: The shape of the output array. + + Returns: + A array containing unpacked 4-bit elements (as int8/uint8) + """ + res = np.empty([x.size * 2], dtype=np.uint8) + x_low = x & np.uint8(0x0F) + x_high = x & np.uint8(0xF0) + x_high >>= np.uint8(4) + res[0::2] = x_low + res[1::2] = x_high + if ( + res.size == np.prod(dims) + 1 + ): # handle single-element padding due to odd number of elements + res = res.ravel()[:-1] + res = res.reshape(dims) + return res + + def unpack_single_4bitx2( x: np.ndarray | np.dtype | float, signed: bool ) -> tuple[np.ndarray, np.ndarray]: @@ -70,3 +100,41 @@ def unpack_single_4bitx2( x_high = unpack_signed(x_high) if signed else x_high dtype = np.int8 if signed else np.uint8 return (x_low.astype(dtype), x_high.astype(dtype)) + + +def float32_to_float4e2m1_unpacked(values: np.ndarray) -> np.ndarray: + """Cast float32 to float4e2m1 (without packing). + + Args: + values: element or array to be converted + + Returns: + An ndarray with unpacked float4e2m1 elements (as uint8) + """ + sign = np.where(np.signbit(values), 0x8, 0x0).astype(np.uint8) + magnitude = np.abs(values) + res = np.zeros(values.shape, dtype=np.uint8) + res[(magnitude > 0.25) & (magnitude < 0.75)] = 0x1 # noqa: PLR2004 + res[(magnitude >= 0.75) & (magnitude <= 1.25)] = 0x2 # noqa: PLR2004 + res[(magnitude > 1.25) & (magnitude < 1.75)] = 0x3 # noqa: PLR2004 + res[(magnitude >= 1.75) & (magnitude <= 2.5)] = 0x4 # noqa: PLR2004 + res[(magnitude > 2.5) & (magnitude < 3.5)] = 0x5 # noqa: PLR2004 + res[(magnitude >= 3.5) & (magnitude <= 5.0)] = 0x6 # noqa: PLR2004 + res[magnitude > 5.0] = 0x7 # noqa: PLR2004 + res |= sign + res[np.isnan(values)] = 0x7 + return res + + +def float32x2_to_float4e2m1x2(val_low: np.ndarray, val_high: np.ndarray) -> np.ndarray: + """Cast two elements to float4e2m1 and pack to a single byte + Args: + val_low: element to be packed in the 4 LSB + val_high: element to be packed in the 4 MSB + + Returns: + An ndarray with uint8 elements, containing both float4e2m1 elements + """ + i8_high = float32_to_float4e2m1_unpacked(val_high) + i8_low = float32_to_float4e2m1_unpacked(val_low) + return i8_high << 4 | i8_low & 0x0F # type: ignore[operator] diff --git a/onnx/test/helper_test.py b/onnx/test/helper_test.py index 2b38e52c751..aff592ca0f9 100644 --- a/onnx/test/helper_test.py +++ b/onnx/test/helper_test.py @@ -733,6 +733,30 @@ def test_make_4bit_raw_tensor(self, dtype, dims) -> None: ynp = numpy_helper.to_array(y) np.testing.assert_equal(data, ynp) + def test_make_float4e2m1_raw_tensor(self) -> None: + data = np.array([0, 0.5, 1, 240, 10, -2], dtype=np.float32) + packed_data = helper.pack_float32_to_float4e2m1(data) + y = helper.make_tensor( + "packed_fp4e2m1", + TensorProto.FLOAT4E2M1, + data.shape, + packed_data.tobytes(), + raw=True, + ) + ynp = numpy_helper.to_array(y) + np.testing.assert_equal(Cast.eval(data, to=TensorProto.FLOAT4E2M1), ynp) # type: ignore[arg-type] + + def test_make_float4e2m1_tensor(self) -> None: + y = helper.make_tensor( + "zero_point", + TensorProto.FLOAT4E2M1, + [7], + [0, 0.5, 1, 50000, -0.6, -100, -5], + ) + ynp = numpy_helper.to_array(y) + expected = np.array([0, 0.5, 1, 6, -0.5, -6, -4], dtype=np.float32) + np.testing.assert_equal(Cast.eval(expected, to=TensorProto.FLOAT4E2M1), ynp) # type: ignore[arg-type] + def test_make_sparse_tensor(self) -> None: values = [1.1, 2.2, 3.3, 4.4, 5.5] values_tensor = helper.make_tensor( @@ -932,6 +956,7 @@ def test_unknown_dimensions(self) -> None: TensorProto.STRING, TensorProto.COMPLEX64, TensorProto.COMPLEX128, + TensorProto.FLOAT4E2M1, } ], ids=lambda tensor_dtype: helper.tensor_dtype_to_string(tensor_dtype), @@ -961,6 +986,7 @@ def test_make_tensor_vals(tensor_dtype: int) -> None: TensorProto.FLOAT8E5M2FNUZ, TensorProto.UINT4, TensorProto.INT4, + TensorProto.FLOAT4E2M1, } ], ids=lambda tensor_dtype: helper.tensor_dtype_to_string(tensor_dtype), diff --git a/onnx/test/numpy_helper_test.py b/onnx/test/numpy_helper_test.py index f642cc87f9e..b6648d0cf0e 100644 --- a/onnx/test/numpy_helper_test.py +++ b/onnx/test/numpy_helper_test.py @@ -634,6 +634,7 @@ def test_to_array_from_array(self, att): "UNDEFINED", "DEFAULT", "NAME_FIELD_NUMBER", + "FLOAT4E2M1", }: return if att[0] < "A" or att[0] > "Z": @@ -647,6 +648,7 @@ def test_to_array_from_array(self, att): def test_to_array_from_array_subtype(self): self._to_array_from_array(onnx.TensorProto.INT4) self._to_array_from_array(onnx.TensorProto.UINT4) + self._to_array_from_array(onnx.TensorProto.FLOAT4E2M1) def test_to_array_from_array_string(self): self._to_array_from_array(onnx.TensorProto.STRING, False) diff --git a/onnx/test/parser_test.py b/onnx/test/parser_test.py index c117d379b16..727ace8b474 100644 --- a/onnx/test/parser_test.py +++ b/onnx/test/parser_test.py @@ -292,6 +292,7 @@ def test_parse_various_float_values(self, test_literal, expect_exception): ("uint16", TensorProto.UINT16), ("uint32", TensorProto.UINT32), ("uint64", TensorProto.UINT64), + ("float4e2m1", TensorProto.FLOAT4E2M1), ] ) def test_parse_graph_types(self, name, itype) -> None: