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Bfloat16 floating-point format
Minggu, 2026-04-12 04:20:47The bfloat16 (brain floating point) floating-point format is a computer number format occupying 16 bits in computer memory; it represents a wide dynamic...
Click to read more »AArch64
Selasa, 2026-02-24 04:25:08[clarification needed] Bfloat16 format support. SIMD matrix manipulation instructions (added to NEON): BFDOT* (BFloat16 dot product) BFMMLA (BFloat16 matrix multiply...
Click to read more »Half-precision floating-point format
Minggu, 2026-05-31 09:43:36top 16 bits of a 32-bit float (8 exponent and 7 mantissa bits) called a bfloat16, and Thomas J. Scott's WIF of 1991 (5 exponent bits, 10 mantissa bits)...
Click to read more »Floating-point arithmetic
Sabtu, 2026-05-09 03:46:45bit, followed by a significand of respectively 23, 31, and 55 bits. The bfloat16 format requires the same amount of memory (16 bits) as the IEEE 754 half-precision...
Click to read more »Ampere (microarchitecture)
Kamis, 2026-02-05 02:46:46(8N) for the GeForce 30 series Third-generation Tensor Cores with FP16, bfloat16, TensorFloat-32 (TF32) and FP64 support and sparsity acceleration. The...
Click to read more »TensorFloat-32
Sabtu, 2026-01-31 05:22:01half precision for a total of 19 bits per number. It is comparable to the bfloat16 format, which uses a 7-bit mantissa. The binary format is: 1 sign bit 8...
Click to read more »Tensor Processing Unit
Selasa, 2026-05-26 11:25:10second-generation TPUs can also calculate in floating point, introducing the bfloat16 format invented by Google Brain. This makes the second-generation TPUs...
Click to read more »Advanced Vector Extensions
Kamis, 2026-05-07 18:47:06(BITALG) – byte/word bit manipulation instructions expanding VPOPCNTDQ. AVX-512 Bfloat16 Floating-Point Instructions (BF16) – vector instructions for AI acceleration...
Click to read more »Cooper Lake (microprocessor)
Rabu, 2025-08-06 12:32:35first x86 CPU to support the new bfloat16 instruction set as a part of Intel's Deep Learning Boost (DPL). New bfloat16 instruction Support for up to 12...
Click to read more »Minifloat
Jumat, 2026-03-27 22:28:26"half-precision" (as opposed to 32-bit single and 64-bit double precision). The bfloat16 (1.8.7) format is the first 16 bits of a standard single-precision number...
Click to read more »Llama.cpp
Senin, 2026-06-01 22:38:33types, common floating-point data formats such as float32, float16, and bfloat16, and 1.58 bit quantization. GGUF contains information necessary for running...
Click to read more »Double-precision floating-point format
Sabtu, 2026-01-10 02:23:48decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Volta (microarchitecture)
Jumat, 2026-02-27 02:10:29bits INTn: integer with n bits INT1: binary TF32: TensorFloat32 BF16: bfloat16 Comparison of Decode Performance Volta has been announced as the GPU microarchitecture...
Click to read more »GeForce RTX 30 series
Minggu, 2026-05-17 10:56:54performance per SM on Ampere GPUs Third-generation Tensor Cores with FP16, bfloat16, TensorFloat-32 (TF32) and sparsity acceleration Second-generation Ray...
Click to read more »NaN
Senin, 2026-05-25 13:34:18decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »AWS Graviton
Minggu, 2025-12-21 21:20:45better performance for machine learning workloads including support for bfloat16, and 50% more memory bandwidth. Graviton3-based instances use up to 60%...
Click to read more »TOP500
Selasa, 2026-05-19 15:08:30exaflops of peak performance, while TPU v5p claims over 4 exaflops in Bfloat16 floating-point format, however, these units are highly specialized to run...
Click to read more »Long double
Rabu, 2026-02-25 16:09:28decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Zen 5
Jumat, 2026-06-05 07:43:29been extended to VNNI/VEX instructions. Additionally, there is greater bfloat16 throughput. The wider front end in the Zen 5 architecture necessitates...
Click to read more »AMD Instinct
Jumat, 2026-05-22 12:31:50process node and support the x86-64 instruction set, as well as AVX-512 and BFloat16 extensions. The Zen 4 CPU cores can run general-purpose applications and...
Click to read more »Arbitrary-precision arithmetic
Sabtu, 2026-03-21 21:10:49decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Ada Lovelace (microarchitecture)
Jumat, 2026-05-08 21:05:16with TSMC's regular N4 node 4th-generation Tensor Cores with FP8, FP16, bfloat16, TensorFloat-32 (TF32) and sparsity acceleration 3rd-generation Ray Tracing...
Click to read more »IEEE 754
Minggu, 2026-05-31 12:13:13scales by powers of 2. For example, 0x0.1p0 is 1/16 and 0x0.1p-4 is 1/256. bfloat16 floating-point format Binade Coprocessor C99 for code examples demonstrating...
Click to read more »Subnormal number
Selasa, 2026-02-24 05:37:58decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »GeForce RTX 40 series
Sabtu, 2026-05-09 22:11:28to be confused with N4 Fourth-generation Tensor Cores with FP8, FP16, bfloat16, TensorFloat-32 (TF32) and sparsity acceleration Third-generation Ray Tracing...
Click to read more »List of Intel CPU microarchitectures
Kamis, 2026-05-07 19:46:112019 Cooper Lake: server-only, optimized for AI oriented workloads using bfloat16, with limited availability only to Intel priority partners, using 14++...
Click to read more »G.711
Rabu, 2025-06-25 02:26:41decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Hopper (microarchitecture)
Jumat, 2026-05-15 19:49:15INT8 dense tensor INT32 FP4 dense tensor FP16 (TFLOPS) FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect...
Click to read more »AVX-512
Jumat, 2026-05-29 21:26:31without AVX-512 support. AI acceleration instructions operating on the Bfloat16 numbers. An extension of the earlier F16C instruction set, adding comprehensive...
Click to read more »SXM (socket)
Senin, 2026-05-11 20:46:45INT8 dense tensor INT32 FP4 dense tensor FP16 (TFLOPS) FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect...
Click to read more »Nvidia DGX
Selasa, 2026-05-19 10:48:26INT8 dense tensor INT32 FP4 dense tensor FP16 (TFLOPS) FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect...
Click to read more »Octuple-precision floating-point format
Sabtu, 2026-02-28 02:35:36decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Power10
Minggu, 2026-03-29 20:12:28support for PCIe 5. New SIMD instructions and new data types including bfloat16, INT4(INTEGER) and INT8(BIGINT). are aimed at improving AI workloads. Unlike...
Click to read more »Single-precision floating-point format
Selasa, 2026-05-12 15:17:03decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Extended precision
Jumat, 2026-05-15 17:45:38decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Decimal floating point
Rabu, 2026-01-28 08:48:50decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Block floating point
Senin, 2026-03-23 16:43:08decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »IEEE 854-1987
Sabtu, 2025-06-07 04:04:43decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Intel Xe
Rabu, 2026-06-03 01:50:14(GP/s) Texture (GT/s) Type Size Bandwidth (GB/s) Bus width Clock (MT/s) Bfloat16 Single precision Double precision Data Center GPU Max 1100 Jan 10, 2023...
Click to read more »AI engine
Jumat, 2026-05-01 22:19:30of such architecture. It added support for AI-specific data types like bfloat16, a common data type for deep learning applications. The version retained...
Click to read more »C++23
Senin, 2026-05-04 14:30:30std::float16_t, std::float32_t, std::float64_t, std::float128_t, std::bfloat16_t for these extended types accessible through the header <stdfloat>, their...
Click to read more »Quadruple-precision floating-point format
Minggu, 2026-05-31 09:40:04decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »DL Boost
Minggu, 2023-08-06 03:45:43mainly for convolutional neural networks. AVX-512 BF16: lower-precision bfloat16 floating-point numbers for generally faster computation. Operations provided...
Click to read more »Normal number (computing)
Kamis, 2026-02-05 06:06:54decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »ARM Cortex-X2
Jumat, 2026-05-01 19:58:30entries to 288 dTLB increased by 20% from 40 entries to 48 SVE2 SIMD support Bfloat16 data type support Support for Aarch32 removed DSU-110 Up to 12 cores (up...
Click to read more »List of Intel graphics processing units
Senin, 2026-05-11 05:11:47(GP/s) Texture (GT/s) Type Size Bandwidth (GB/s) Bus width Clock (MT/s) Bfloat16 Single precision Double precision Data Center GPU Max 1100 Jan 10, 2023...
Click to read more »IBM hexadecimal floating-point
Kamis, 2026-02-19 15:20:18decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Binary integer decimal
Kamis, 2026-02-19 22:23:41decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Pascal (microarchitecture)
Kamis, 2026-02-05 02:45:25INT8 dense tensor INT32 FP4 dense tensor FP16 (TFLOPS) FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect...
Click to read more »Decimal128 floating-point format
Jumat, 2026-02-20 07:30:05decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »List of x86 SIMD instructions
Senin, 2026-04-27 22:19:07AMX-BF16 Matrix multiplication of tiles, with source data interpreted as bfloat16 values, and destination data accumulated as FP32 floating-point values...
Click to read more »Microsoft Binary Format
Rabu, 2026-04-08 07:39:12decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Intel C++ Compiler
Rabu, 2026-02-25 04:04:16Technology (QAT), Intel AVX-512 with Vector Neural Network Instructions (VNNI), bfloat16, GPU datatype flexibility, Intel Xe matrix extensions (Intel XMX), Intel...
Click to read more »Mixed-precision arithmetic
Sabtu, 2024-10-19 01:12:06larger, more accurate representation. For example, two half-precision or bfloat16 (16-bit) floating-point numbers may be multiplied together to result in...
Click to read more »CPUID
Kamis, 2026-05-28 03:41:53ID) instruction and IA32_TSC_AUX MSR amx-bf16 AMX tile computation on bfloat16 numbers 22 23 clflushopt CLFLUSHOPT instruction kl AES Key Locker avx512-fp16...
Click to read more »Decimal64 floating-point format
Sabtu, 2026-02-21 09:29:27decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »Decimal32 floating-point format
Rabu, 2025-10-08 09:52:54decimal128 256-bit: Octuple (binary256) Extended precision Other Minifloat bfloat16 TensorFloat-32 Microsoft Binary Format IBM hexadecimal floating-point PMBus...
Click to read more »GGUF
Rabu, 2026-05-20 19:18:03types, common floating-point data formats such as float32, float16 and bfloat16, and 1.58 bit quantization. Several "K-quant" variants (such as Q4_K, Q5_K...
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