Given a single-precision IEEE 754 representation of a floating point number as: 0x40700000, do the following: (a) Express the value of the S field in binary without spaces (count carefully). Do not abbreviate your answer. (b) Express the value of the E field in binary without spaces (count carefully). Do not abbreviate your answer. (c) Express the value of the F field in binary without spaces (count carefully). Do not abbreviate your answer.
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Given a single-precision IEEE 754 representation of a floating point number as: 0x40700000, do the following:
(a) Express the value of the S field in binary without spaces (count carefully). Do not abbreviate your answer.
(b) Express the value of the E field in binary without spaces (count carefully). Do not abbreviate your answer.
(c) Express the value of the F field in binary without spaces (count carefully). Do not abbreviate your answer.
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- Consider a new floating point representation, which we will call here the CMPT215Float16 representation. The CMPT215Float16 representation follows the IEEE 754 binary floating point standard, but with smaller-sized fields for the exponent and fraction. In particular, CMPT215Float16 numbers have a 1-bit sign field, followed by a 7-bit exponent field (in biased notation, with a bias of only 63 because of the smaller size of this field), followed by an 8-bit fraction field. Give, in decimal, the quantity represented by the following CMPT215Float16 floating point value: 0100001110100000.You are asked to design a system of FP numbers representation (with your own design choices), labeled Custom_FP_48, for which we have 48 bits at our disposal in order to represent a number, in analogy with the IEEE 754 prototype. You are asked to provide: a) The types for evaluating this number b) The width of representation of these numbers (upper and lower) c) The maximum precision (i.e., the minimum difference between two successive numbers).MCQS so now carefully read the question and give the most appropriate answer. a) If the following binary number were to be represented in the IEEE-754 single precision floating point format, then what would be the value of the exponent field in binary. 10111010.0101 b) If the following binary number were to be represented in the IEEE-754 single precision floating point format, then what would be the binary value stored in the sign bit. 10111010.0101 c) Convert the decimal number 1.1 into its equivalent binary representation. d) The maximum value in hexadecimal that can be stored in a single byte is e) If the following binary number were to be represented in the IEEE-754 single precision floating point format, then what would be the binary value that would be stored in the significand part. 10111010.0101 f) The sum of the following two octal values, 77 and 56 can be expressed in octal as:
- If you have access to the natural log function ln(x), specify how you could use it to implement a log(b, x) function where b is the base of the log. What should the function do for negative b values? Assume an IEEE floating point implementation.a. Explain the Criteria based on which Pseudorandom Numbers are differentiated from True Random Numbers. b. ,True Random Number Generator (TRNG) are often used in combination/support with Pseudorandom Number Generator (PRNG). Explain the purpose and the benefits of such arrangement.ii. the weighted method is ideal for decimal-to-binary conversions because of its efficiency. However, it could also be used for other bases. Briefly describe how the weighted method could be used to implement a conversion from decimal to tenary.
- What is "Approximation Error" in floating-point representation? Why is it happening?4. The bfloat16 "brain floating point" format is a 16 bit format used in Google's machine learning and AI software. It is a binary floating point format which is very similar to the single precision IEEE-754 format: 1 bit is allocated for the sign, 8 bits for the exponent with a bias of 127, but only 7 bits are allocated for the fraction (the exponent is always chosen so that the first digit of the mantissa is 1, and then only the fraction is stored in memory). (a) What is the approximate decimal precision of a brain floating point? (b) If the bits are stored in the order: sign, exponent, fraction, and 0 corresponds to a positive sign, then calculate the decimal representation of the number stored as 1 00000110 0100010 (c) Given that the largest exponent actually used for numbers is 11111110, what is the largest number that can be expressed as a bfloat 16? (d) Supposing that numbers are truncated (rounded down), what is the maximum absolute rounding error in bfloat16?2. Say you're working in a floating point system with base () of 2, precision (p) of 3 and allowable exponents (e) from -1 to 1, as we discussed in class. There are only 25 numbers you can represent in this system. What are they? Remember that every number in a floating point system can be represented as +...+ Where d, =1 and d;=the i digit out of p-1 digits that the computer uses to store the number.
- a. Give an example of a value that can't be represented in 32-bit IEEE because it doesn't have a finite representation in binary. Explain (i.e. show that it doesn't have a finite representation). b. Give an example of a value that can't be represented in 32-bit IEEE because it's out of the range of values that can be represented in this format. Explain (i.e. show that this value is out of the range of expressible values of 32-bit IEEE 754).Assume we are using the simple model for floating-point representation discussed in the class (the representation uses a 14- bit format, 5 bits for the exponent with an Excess-M, a significand of 8 bits, and a single sign bit for the number): Convert 22.375 to the floating-point binary representation. Your Answer:Consider a 16-bit binary floating point number representation system: + | SE E E E E E m m т m m m m m m The first bit of the exponent is dedicated to its sign. Assume that the mantissa must start with a '1'. Use this system to answer the following question What is the smallest (magnitude) number that can be represented with this system?
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