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 # sfpy
 softfloat and softposit in Python
+  * support for softfloat float16, float32, and float64
   * support for softposit posit8, quire8, posit16, and quire16
-  * no softfloat support yet, still WIP
   
 ## Demo
 ```
->>> from sfpy import Posit16, Quire16
->>> Posit16(1.3) + Posit16(1.4)
-Posit16(2.7001953125)
->>> x = Posit16(7)
+>>> import sfpy
+>>> sfpy.Float32(1.3) + sfpy.Float32(1.4) # <-- construct from doubles
+Float32(2.6999998092651367)
+>>> sfpy.Float32(3) # <-- construct from raw bits
+Float32(4.203895392974451e-45)
+>>> sfpy.Float32(3).bits
+3
+>>> x = sfpy.Float16(0)
 >>> x
-Posit16(1.7881393432617188e-07)
->>> x += Posit16(9)
+Float16(0.0)
+>>> x += sfpy.Float16(10.0) # <-- in-place operators have better performance
 >>> x
-Posit16(4.76837158203125e-07)
->>> q = Quire16()
->>> q.fdp_add(Posit16(11.0), Posit16(2.0))
+Float16(10.0)
+>>> sfpy.Posit16(1.3) + sfpy.Posit16(1.4) # <-- posits work the same way as floats
+Posit16(2.7001953125)
+>>> q = sfpy.Quire16(0) # <-- quire is also supported
+>>> q
+Quire16(0.0)
+>>> q.iqma(sfpy.Posit16(3), sfpy.Posit16(5))
 >>> q
-uA.ui : 29056
-Quire16(22.0)
->>> q.p16
-uA.ui : 29056
-Posit16(22.0)
+Quire16(3.725290298461914e-09)
+>>> q.iqma(sfpy.Posit16(3.0), sfpy.Posit16(5.0))
+>>> q
+Quire16(15.0)
+>>> q.bits
+1080863910568919232
+>>> bin(q.bits)
+'0b111100000000000000000000000000000000000000000000000011000000'
 ```
 
-For a basic performance test of the API, try: `python timing.py`
+## Building (on Linux)
+The Cython module can be built in place in the usual way:
 
-## Building
-The cython module can be built in place in the usual way:
 `python setup.py build_ext --inplace`
-This requires the submodules to be checked out, and the static library `SoftPosit/build/Linux-x86_64-GCC/softposit.a` to be built. Note that in order for cython to be able to build the shared object for the module, the static library must be compiled with -fPIC, which currently requires modifying the appropriate Makefile manually.
 
-The package can also be installed to a local Python distribution with pip, i.e. `pip install .` using the appropriate pip.
+This requires the submodules to be checked out, and the static libraries `SoftPosit/build/Linux-x86_64-GCC/softposit.a` and `berkeley-softfloat-3/build/Linux-x86_64-GCC/softfloat.a` to be built. Note that in order for Cython to be able to build the shared objects for the module, the static libraries must be compiled with -fPIC, which currently requires modifying the appropriate Makefiles manually. SoftPosit can be build with -fPIC using its python2 and python3 targets.
+
+The package can also be installed to a local Python distribution with pip, i.e. `pip install .` from the top level of the repository using the appropriate pip. This requires that Cython be installed.