plt.plot(loopRange, np.array(ts), marker="o", label="GPU - Taichi")
print(np.polynomial.polynomial.polyfit(loopRange[1:], ts[1:], 1))
if (True):
ts = []
for loop in loopRange:
beads = []
for i in range(loop):
beads.append(N.Bead(50, 50))
N.XY(beads, img)
for i in range(20):
N.Calibrate(beads, [imgc[i]], i)
N.ComputeCalibration(beads)
N.XYZ(beads, img)
print(beads[0])
start = time.time()
for i in range(100):
N.XYZ(beads, img)
ts.append(time.time() - start)
plt.plot(loopRange, np.array(ts), marker="o", label="CPU - Numpy")
print(np.polynomial.polynomial.polyfit(loopRange[1:], ts[1:], 1))
plt.title("Time to run 100 frames")
plt.ylabel("Time(s)")
plt.xlabel("Bead Number")
plt.grid()
