POOL2

POOL2

Parallel Object-Oriented Language 2.

Philips Research Labs, 1987.

Strongly typed, synchronous message passing, designed to run on DOOM (DOOM = Decentralised Object-Oriented Machine).

["POOL and DOOM: The Object- Oriented Approach", J.K. Annot, PAM den Haan, in Parallel Computers, Object-Oriented, Functional and Logic, P. Treleaven ed].

["Issues in the Design of a Parallel Object-Oriented Language", P. America, Formal Aspects of Computing 1(4):366-411 (1989)].
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Layers Description Values Input layer Input image 32 x 32 x 1 images with zerocenter normalization Hidden layer 1 Conv1 + BN + 16 feature maps of ReLu size 10 x 10 Pool1 2 x 2 kernel size with stride of 2 Hidden layer 2 Conv2 + BN + 32 feature maps of ReLu size 10 x 10 Pool2 2 x 2 kernel size with stride of 2 Hidden layer 3 Conv3 + BN + 64 feature maps of ReLu size 10 x 10 Classification layer FC Softmax 2 fully connected layers 2 units Table 4: Recognition rates for BPNNs on training and validation data (32 x 32 pixels).
The AlexNet architecture consists of five convolutional layers (i.e., conv1, conv2, and so on), some of which are followed by maxpooling layers (i.e., pool1, pool2, and pool5), three fully connected layers (i.e., fc6, fc7, and fc8), and a liner layer with softmax activation in output.
(a) SD, [micro]g/L ID Mean, [micro]g/L Within-run Between-run Total Pool1 0.32 0.011 0.019 0.022 Lo-Kit 1.03 0.026 0.018 0.032 Pool2 2.02 0.045 0.117 0.126 Pool3 6.41 0.139 0.385 0.409 Hi-Kit 15.7 0.25 0.14 0.29 CV, % ID Within-run Between-run Total Pool1 3.3 6.0 6.8 Lo-Kit 2.6 1.7 3.1 Pool2 2.2 5.8 6.2 Pool3 2.2 6.0 6.40 Hi-Kit 1.6 0.9 1.8 (a) One assay per day for 20 days, samples in duplicate.
(2) Actually, there are three different versions of Pool: POOL-T, POOL2, and POOL-I.
Pool1 Pool2 Pool3 Pool4 AxSym Mean, [micro]g/L 60.5 271 341 334 CV, % 8.2 7.2 6.6 5.3 CEDIA Mean, [micro]g/L 65.1 304 342 429 CV, % 8.2 7.8 4.2 4.3 Emit Mean, [micro]g/L 62.1 291 281 321 CV, % 9.7 3.1 5.5 4.9 HPLC Mean, [micro]g/L 63.1 296 293.5 286 CV, % 6.2 6.4 4.2 6.8 (a) Within-run imprecision of the whole blood CsA assays determined with pooled whole blood, with CsA added.
pipe tunnel repair to outdoor pool2. building a warehouse space the estimated value of vat on the exterior wall purchase of the old part is about eur 8,000,000.
Similar to the operation of the first layer, the output characteristics of the second layer, the third layer, and the fourth layer are pool2, pool3 and pool4, the sizes are 175x156x128, 87x78x256,and 43x39x512, respectively.