DylanDmitri

Opus Magnum

In search of better metrics!

Speed

• cycles to first item
• cycles to 6 items
• long-term production schedule (average speed, batch size & pattern if applicable)

Hardware Complexity

DylanDmitri

Setting

Standard dnd fantasy. Campaign takes place on a mid-sized island, about 10 days walk coast to coast.

The Isle is relatively isolated; the only trade is by ocean and difficult. It takes ships 6-7 months to make the journey, and seasonal storms limit the frequency of arrivals.

The Isle has a large supply of gems and precious metals, which are in high demand back on the mainland. Commercial mining has only really picked up in the last fifty years or so. The population and prosperity of the main port city of Nawa is growing at a respectable clip.

Most of the island's wealth is held by the merchant's guild in the main port city. The guild, composed of around a dozen leading families, runs most of the mining operations and charters trade ships. The guild are mostly wealthy mainlanders hoping to build a fortune.

DylanDmitri

Setting

Standard dnd fantasy. Campaign takes place on a mid-sized island, about 10 days walk coast to coast.

The Isle is relatively isolated; the only trade is by ocean and difficult. It takes ships 6-7 months to make the journey, and seasonal storms limit the frequency of arrivals.

The Isle has a large supply of gems and precious metals, which are in high demand back on the mainland. Commercial mining has only really picked up in the last fifty years or so. The population and prosperity of the main port city of Nawa is growing at a respectable clip.

Most of the island's wealth is held by the merchant's guild in the main port city. The guild, composed of around a dozen leading families, runs most of the mining operations and charters trade ships. The guild are mostly wealthy mainlanders hoping to build a fortune.

DylanDmitri

New client-side class, "StreamingUploadHandler", that's a wrapper around the write end of a pipe. This is a nice interface, and can be more consistently ported to other clients where we don't have the same c# channel class.

Constructing a "StreamingUploadHandler" is async, because it confirms the server is ready to receive incoming chunks. The constructor needs two types, one for inputs (what data do you send?) and one for outputs (what data do you receive?).

For a basic file upload, you would send byte arrays and receive a status message.

In this example, you send letters one-by-one, and the server concats them and returns a string.

DylanDmitri

Pseudocode ideas

for client -> server streaming

---

client code

function SaveImageOnServer(imageFile, albumName)
{
  let writer = connection.UploadStream("SaveImage", albumName);

DylanDmitri

def plot_keras_weights(model, outfile='model.png'):
    
    graph = pydot.Dot(graph_type='digraph')
    
    prev_layer = []
    for i in range(model.input_shape[1]):
        node = pydot.Node(f'Input[{i}]')
        prev_layer.append(node)
        graph.add_node(node)
    

DylanDmitri

>>> type(reader)
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
NameError: name 'reader' is not defined
>>> with open('hr_data.csv.csv', 'rU') as infile:
...     reader = list(csv.DictReader(infile, delimiter=','))
... 
>>> type(reader)
<class 'list'>