Abstract: An adder for fractional logarithmic number system (FLNS) format operands includes a compare-and-swap circuit that inputs first and second FLNS operands represented by fixed point values and provides a greater one as operand x and a lesser or equal one as operand y. Sign bits are sx and sy of x and y, respectively, qx and qy, are integer portions of x and y, respectively, fraction portions of x and y have integer values rx and ry, respectively. The compare-and-swap circuit is configured to provide sx as a sign bit, sz of a sum z=x(1+y/x) for x?0. A subtraction circuit subtracts (qy+ry/n)?(qx+rx/n) and outputs q? and r?, such that ?=y/x, where n=2wr and wr is a bit-width of rx and ry. An approximation circuit provides an approximation of (1+?) to a nearest FLNS value, ?, as fixed point value having an integer portion q? and a fraction portion that has an integer value r?.

Abstract: Instruction generation for a data processing array and microcontroller includes generating a tensor-level intermediate representation from a machine learning model using kernel expressions. Statements of the tensor-level intermediate representation are partitioned into a first set of statements and a second set of statements. From the first set of statements, kernel instructions are generated based on a reconfigurable neural engine model. The kernel instructions are executable by a compute tile of a data processing array to implement compute functions of the machine learning model. From the set of second statements, microcontroller instructions are generated based on a super-graph model. The microcontroller instructions are executable by a microcontroller of the data processing array to move data into and out from the data processing array.

Abstract: Examples describe memory refresh operations for memory subsystems. One example is a method for a memory controller, the method including entering a first state upon exiting self-refresh state, wherein the first state comprises activating a first timer. The method includes entering a second state from the first state upon detecting an end of an active period and detecting that the first timer has not expired. The method includes entering a third state from the second state upon detecting expiration of the second state, wherein the third state comprises re-entering the self-refresh state.

Abstract: Techniques and apparatus for dynamically modifying a kernel (and associated user-specified circuitry) for a dynamic region of a programmable integrated circuit (IC) without affecting (e.g., while allowing) operation of other kernels ((and other associated user-specified circuitry) in the programmable IC. Dynamically modifying a kernel may include, for example, unloading an existing kernel, loading a new kernel, or replacing a first kernel with a second kernel). In the case of networking (e.g., in a data center application) where the programmable IC may be part of a hardware acceleration card (e.g., a network interface card (NIC)), the kernel may be user code referred to as a “plugin.

Abstract: Circuits and methods for determining a maximum bias for computing softmax on a tensor include a processor circuit configured to transform in parallel, elements of each group of a plurality of groups of elements of a tensor X into respective power-of-two elements. The respective power-of-two element from element xt of the tensor is pt, pt=(xt*log2e), and pt has an integer part and a fraction part. A first comparison circuit (204) is configured to determine respective group-level biases for the groups. The group-level bias of groupm is dm, and dm is an integer part of a maximum of the power-of-two elements of groupm. A second comparison circuit is configured to determine a greatest one of the respective group-level biases to be a tensor-level bias, dmax.

Abstract: An integrated circuit (IC) device is disclosed which includes at least a first hybrid bond interface layer disposed between adjacent wafers of a wafer stack. Routing within the hybrid bond interface layer allows test pads exposed on a top wafer of the wafer stack to electrically couple test keys within the wafer stack. By utilizing the routing within the hybrid bond interface layer to index electrical connections between adjacent wafers, IC dies stacked on the wafers may be fabricated with less mask sets as compared to conventional designs.

Abstract: A universal interposer for an integrated circuit (IC) device has a body having a first surface and a second surface opposite the first surface. A first region is formed on a first side of the body along a first edge. The first region has first slots, each having an identical first bond pad layout. A second region is formed on the first side along a second edge, opposite the first edge. The second region has second slots having an identical second bond pad layout. A third region having third slots is formed on the first side between the first and second regions, each slot having an identical third bond pad layout. A pad density of the third bond pad layout is greater than the first bond pad layout. One of the third slots is coupled to contact pads disposed in a region not directly below any of the second slots.

Abstract: Providing first-in-first-out (FIFO) memory guidance for a multi-processor computing architecture includes compiling a design for a data processing array to generate a compiled design. The compiled design is mapped and routed to the data processing array. The compiled design is simulated using a modified device model of the data processing array. The modified device model uses infinite FIFO models. FIFO memory usage data is generated by tracking amounts of data stored in the infinite FIFO memory models during runtime of the simulation of the compiled design. FIFO memory requirements for one or more nets of the design are determined from the FIFO memory usage data and the compiled design.

Abstract: Controlling a data processing (DP) array includes creating a replica of a register address space of the DP array based on the design and the DP array. A sequence of instructions, including write instructions and read instructions, is received. The write instructions correspond to buffer descriptors specifying runtime data movements for a design for a DP array. The write instructions are converted into transaction instructions and the read instructions are converted into wait instructions based on the replica of the register address space. The transaction instructions and the wait instructions are included in an instruction buffer. The instruction buffer is provided to a microcontroller configured to execute the transaction instructions and the wait instructions to implement the runtime data movements for the design as implemented in the DP array. In another aspect, the instruction buffer is stored in a file for subsequent execution by the microcontroller.

Abstract: Methods, systems, and apparatus described herein make a multi-level PAM signal (PAM-N signal) at a transmitter using CMOS-based components. By forming the PAM-N signal at the transmitter, receivers do not have to recombine and/or realign multiple signals and only employs a single transmission line channel (or two transmission line channels in differential implementations) to convey the data stream to the receiver from the transmitter.

Abstract: Systems, methods, and apparatuses are described that enable IC architectures to enable a single anchor to connect to and accept a variety of chiplets at any port by way of a programming model that enables the anchor or chiplet to dynamically adapt to configurations, requirements, or aspects of any coupled component and provide an interface for the coupled components.

Abstract: An integrated circuit (IC) includes a video buffer memory and display driver circuitry. The video buffer memory includes a buffer memory map. The video buffer memory stores one or more raster lines of video data organized as tiled lines. Each of the tiled lines including two quartiles. The display driver circuitry is coupled to the video buffer memory. The display driver circuitry writes data associated with a portion of a first data line to a first one of the two quartiles of a first one of the tiled lines, and updates the buffer memory map. Further, the display driver determines a full display line being present within the video buffer memory based on the buffer memory map. The display driver further outputs the full display line to a display device.

Abstract: Implementing a circuit design using time-division multiplexing (TDM) can include determining a net signature for each of a plurality of nets of a circuit design. For each net, the net signature specifies location information for a driver and one or more loads of the net. The plurality of nets having a same net signature can be grouped according to distance between drivers of the respective nets. One or more subgroups can be generated based on a TDM ratio for each group. For one or more of the subgroups, a TDM transmitter circuit is connected to a TDM receiver circuit through a selected interconnect, the drivers of the nets of the subgroup are connected to the TDM transmitter circuit, and loads of the nets of the subgroup are connected to the TDM receiver circuit.

Abstract: Acceleration-ready program development includes providing a software library having a plurality of functions having compute identifiers. The software library is associated with a hardware library including one or more hardware accelerated functions. The hardware accelerated functions are associated with the compute identifiers. Each hardware accelerated function is a functional equivalent of a function of the software library having the same compute identifier. A hybrid executor layer is provided that, when executed by a data processing system with an acceleration-ready computer program built using the software library, is configured to initiate execution of a selected function of the acceleration-ready computer program using a processor of the data processing system or invoke a hardware accelerated function having a compute identifier matching the compute identifier of the selected function based on comparing acceleration criteria with acceleration rules.

Abstract: Circuit design development using block design containers can include opening, within a development environment generated by an Electronic Design Automation (EDA) system, a top-level block design specifying a circuit design and inserting, within the top-level block design using the EDA system, a block design container. The block design container specifies a source block design used as a sub-design within the top-level block design.

Abstract: A cache system includes a computational cache and a computational cache miss-handler. The computational cache is configured to cache state vectors and perform read-modify-write (RMW) operations on the cached state vectors responsive to received RMW commands. The computational cache miss-handler is configured to perform RMW operations on state vectors stored in a memory responsive to cache misses in the computational cache. The memory is external to the cache system.

Abstract: An integrated circuit includes a plurality of kernels and a virtual machine coupled to the plurality of kernels. The virtual machine is configured to interpret instructions directed to different ones of the plurality of kernels. The virtual machine is configured to control operation of the different ones of the plurality of kernels responsive to the instructions.

Abstract: Receiver circuitry for an input/output device includes first stage circuitry and second stage. The first stage circuitry has a first input to receive an input signal, voltage adjustment circuitry, and differential amplifier circuitry. The first stage circuitry is coupled to the first input and has a transistor pair to receive the input signal, and adjust a voltage value of the input signal to generate an adjusted signal. The differential amplifier circuitry receives the adjusted signal and a reference signal, and generates a first differential signal and a second differential signal. The second stage circuitry receives the first differential signal and the second differential signal, and generates an output signal based on the first differential signal and the second differential signal.

Abstract: Embodiments herein describe normalizing an output of a TDC in a DPLL to a resolution of the TDC. A DTC can delay a reference clock which is then input into the TDC. The TDC outputs a digital code indicating a time difference between the delayed reference clock output by the DTC and a clock generated by a DCO in the DPLL. This digital code is normalized to a resolution of the TDC and the result is filtered by a DLF.

Abstract: Examples described herein provide a non-transitory computer-readable medium storing instructions, which when executed on one or more processors, cause the one or more processors to perform operations. The operations include generating a plurality of child processes according to a number of a plurality of partitions in an integrated circuit (IC) design for an IC die, each of the plurality of child processes corresponding to and assigned to a respective one of the plurality of partitions. The operations include transmitting each of the plurality of partitions to a respective one of the plurality of child processes for routing, each of the plurality of partitions comprising a placement of components for the IC design. The operations include receiving a plurality of routings from the plurality of child processes. The operations include merging the plurality of routings into a global routing for the IC design by assembling together to form a global routing.