Difference Between Clock Buffer And Normal Buffer

Clock buffer have equal rise time and fall time, therefore pulse width violation is avoided. In clock buffers Beta ratio is adjusted such that rise & fall time are matched. This may increase size of clock buffer compared to normal buffer. Normal buffers may not have equal rise and fall time. Clock buffers are usually… Continue reading Difference Between Clock Buffer And Normal Buffer

Clock Tree Structure Types

Clock Tree Structure Requirements Minimum Insertion Delay: A clock tree with minimum insertion delay will reduce clock tree power dissipation due to few clock tree buffers, uses less routing resources. Minimum skew: Minimum skew helps with hold timing closure. However, a tight skew requirement will lead to increase in clock insertion delay, which in turn… Continue reading Clock Tree Structure Types

Clock Gating Check

Clock gating occurrences are any signals on the clock path that block (gate) the clock from propagating.• The enable path of the clock gate must arrive enough time before the clock itself to ensure glitch-free functionality (and similarly hold after the edge). source Similar Snippets Clock Gating Check – vlsi Clock Tree Structure Types –… Continue reading Clock Gating Check

Easy distributed training with TensorFlow using train_and_evaluate()

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Time Series Forecasting with Python (ARIMA, LSTM, Prophet)

In [1]: import numpy as np import pandas as pd import os from statsmodels.tsa.statespace.sarimax import SARIMAX from statsmodels.graphics.tsaplots import plot_acf,plot_pacf from statsmodels.tsa.seasonal import seasonal_decompose #from pmdarima import auto_arima from sklearn.metrics import mean_squared_error from statsmodels.tools.eval_measures import rmse import warnings warnings.filterwarnings(“ignore”) import matplotlib.pyplot as plt %matplotlib inline In this article we will try to forecast a time series… Continue reading Time Series Forecasting with Python (ARIMA, LSTM, Prophet)

Analyzing text!

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Stable Diffusion AI Notebook (Release 2.0.0)

Instructions: Execute each cell in order to mount a Dream bot and create images from text. Once cells 1-8 were run correctly you’ll be executing a terminal in cell #9, you’ll need to enter python scripts/dream.py command to run Dream bot. After launching dream bot, you’ll see: Dream > in terminal. Insert a command, eg.… Continue reading Stable Diffusion AI Notebook (Release 2.0.0)

Data Profiling

In [1]: import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns from sklearn.linear_model import LinearRegression from sklearn.model_selection import train_test_split from sklearn.preprocessing import StandardScaler from sklearn.preprocessing import MinMaxScaler from sklearn.metrics import mean_absolute_error from sklearn.metrics import mean_absolute_percentage_error import warnings warnings.filterwarnings(‘ignore’) In [2]: df = pd.read_csv(‘Salary_Data.csv’) In [3]: df.head() Out[3]: YearsExperience Salary 0 1.1… Continue reading Data Profiling

Install Dependencies

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This is an IPython notebook, backed by a ruby kernel.

I wrote a kernel in Ruby that adheres to the IPython messaging protocol. Then I modified IPython, with the help of minrk from #ipython, to instantiate my Ruby Kernel instead of its own Python kernel. The IPython KernelManager start the RubyKernel as a subprocess, and from that point communication occurs over ZeroMQ, exactly as if… Continue reading This is an IPython notebook, backed by a ruby kernel.