This paper proposes a versatile high-performance execution model, inspired by systolic arrays, for memory-bound regular kernels running on CUDA-enabled GPUs. We formulate a systolic model that shifts partial sums by CUDA warp primitives for the computation. We also employ register files as a cache resource in order to operate the entire model efficiently. We demonstrate the effectiveness and versatility of the proposed model for a wide variety of stencil kernels that appear commonly in HPC, and also convolution kernels (increasingly important in deep learning workloads). Our algorithm outperforms the top reported state-of-the-art stencil implementations, including implementations with sophisticated temporal and spatial blocking techniques, on the two latest Nvidia architectures: Tesla V100 and P100. For 2D convolution of general filter sizes and shapes, our algorithm is on average 2.5× faster than Nvidia's NPP on V100 and P100 GPUs. CCS CONCEPTS• Computer systems organization → Systolic arrays; Multicore architectures.

Plasmin-alpha 2-plasmin inhibitor (alpha 2PI) complex, an indicator of in vivo plasmin generation, was measured in the plasma of 48 patients with disseminated intravascular coagulation (DIC), by enzyme-linked immunosorbent assay (ELISA). Plasmin-alpha 2PI complex was markedly elevated to 7.9 +/- 4.26 mg/liter (mean +/- SD) in DIC at presentation, with normal values at less than 0.8 mg/liter. The concentration of plasmin-alpha 2PI complex changed in parallel with the course of DIC and decreased to 1.9 +/- 1.49 mg/liter (n = 28) in remission. Among various underlying disorders, DIC, in patients with acute promyelocytic leukemia, had the highest complex levels (mean 10.8 mg/liter), and septic patients had the lowest levels (mean 3.4 mg/liter). No significant correlation was found between FDP and plasmin-alpha 2PI complex. These results indicate that the quantitative assay of plasmin-alpha 2PI complex in plasma would be valuable in the assessment of hyperfibrinolysis in DIC.

Cryoprecipitate has proved to correct the hemostatic defects in von Willebrand’s disease (vWD) and platelet-type vWD. However, recent studies have revealed that transmission of the AIDS retrovirus (HIV) occurs through exposure to blood products including cryoprecipitate. Treatment with heat-treated factor VlII/von Willebrand factor (vWf) concentrates may have certain advantages over treatment with nonheated products, if these preparations are efficacious in these disorders. We found that a commercially available factor VIII/vWf concentrate, Haemate P, contained the high-molecular-weight multimers of vWf and had a ratio of ristocetin cofactor (RCof) to vWf antigen (vWf: Ag) close to unity. In addition, its capacity to directly induce aggregation of platelet-type vWD platelets in vitro was similar to that for cryoprecipitate. When infused into a patient with platelet-type vWD, Haemate P shortened the prolonged bleeding time and caused spontaneous platelet aggregation in vitro with a mild diminution of platelet count. These results indicate that some of the heat-treated factor VIII/vWf concentrates may provide a safer, yet still effective, treatment for platelet-type vWD.

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Data on 225 Japanese patients with primary or essential thrombocythemia (ET) were analyzed in an attempt to characterize the clinical and laboratory features in subgroups with thrombosis (T), hemorrhages (H), thrombohemorrhagic events (TH) or a non-thrombohemorrhagic (O) group, and in order to examine survival and the incidence of blastic transformation in the entire group and in the different subgroups. Higher platelet and leukocyte counts were related to hemorrhage (H and TH), prolonged activated partial thromboplastin times and high LDH levels to H while elevated FDP levels were more frequently linked to T. Increased spontaneous platelet aggregation (SPA) was noted in 80.3% of the entire group, independent of whether there was a tendency for thrombohemorrhagic events or not. Bleeding time, as measured by the Duke method, and hemoglobin levels were not different in the various subgroups. Transformation occurred in 11 patients (1.9% per year); seven developed acute leukemia (myeloblastic 4, lymphoblastic 2, megakaryoblastic 1) at a rate of 1.2% per year; and 4 developed other types of chronic myeloproliferative disorders. Nineteen patients died (3.3% per year), six from leukemia (32%), 4 from bleeding (21%) and 9 from unrelated diseases (47%). Survival was estimated to be 65% at ten years, and was significantly longer in females, younger individuals, and the groups with lower leukocyte counts, but did not differ between the subgroups when platelet count and hemoglobin level were considered. Survival was similar in patients with platelet counts between 700-1000 × 10(9)/L and in those with an even higher platelet count. These findings suggest that (1) young female patients with low leukocyte counts may survive longer, (2) SPA is not indicative of either a thrombotic or an hemorrhagic tendency and (3) the limit of the platelet count for establishing the diagnosis of this disorder could perhaps be lowered to 700 × 10(9)/L.