Page History
...
| Code Block | ||
|---|---|---|
| ||
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(59400,) dtype=<class 'numpy.int16'> a,b min: 0.07 max: 0.09 avg: 0.08 rate:12.04Hz b,b min: 2.03 max: 2.48 avg: 2.31 rate:0.43Hz total min: 2.10 max: 2.57 avg: 2.40 rate:0.42Hz (ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(59400,) dtype=<class 'numpy.float32'> a,b min: 0.14 max: 0.17 avg: 0.16 rate:6.31Hz b,b min: 3.88 max: 4.64 avg: 4.36 rate:0.23Hz total min: 4.02 max: 4.82 avg: 4.52 rate:0.22Hz (ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(59400,) dtype=<class 'numpy.float64'> a,b min: 0.28 max: 0.33 avg: 0.31 rate:3.26Hz b,b min: 7.45 max: 8.67 avg: 8.15 rate:0.12Hz total min: 7.73 max: 9.00 avg: 8.46 rate:0.12Hz (ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(8000,) dtype=<class 'numpy.int16'> a,b min: 0.01 max: 0.01 avg: 0.01 rate:77.62Hz b,b min: 0.04 max: 0.05 avg: 0.05 rate:19.64Hz total min: 0.06 max: 0.07 avg: 0.06 rate:15.68Hz (ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(8000,) dtype=<class 'numpy.float32'> a,b min: 0.02 max: 0.03 avg: 0.03 rate:38.00Hz b,b min: 0.09 max: 0.11 avg: 0.10 rate:9.87Hz total min: 0.11 max: 0.14 avg: 0.13 rate:7.84Hz (ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py a.shape=(2048,),b.shape=(8000,) dtype=<class 'numpy.float64'> a,b min: 0.04 max: 0.05 avg: 0.05 rate:19.58Hz b,b min: 0.17 max: 0.21 avg: 0.20 rate:5.00Hz total min: 0.22 max: 0.27 avg: 0.25 rate:3.98Hz |
Pytorch Outer Products
| Code Block | ||
|---|---|---|
| ||
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([59400]) dtype=torch.int16
a,b min: 0.02 max: 0.04 avg: 0.03 rate:29.94Hz
b,b min: 0.35 max: 0.85 avg: 0.67 rate:1.49Hz
total min: 0.37 max: 0.89 avg: 0.71 rate:1.42Hz
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([59400]) dtype=torch.float32
a,b min: 0.04 max: 0.07 avg: 0.06 rate:17.47Hz
b,b min: 0.59 max: 1.55 avg: 1.19 rate:0.84Hz
total min: 0.63 max: 1.62 avg: 1.25 rate:0.80Hz
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([59400]) dtype=torch.float64
a,b min: 0.06 max: 0.13 avg: 0.10 rate:10.24Hz
b,b min: 1.06 max: 2.89 avg: 2.13 rate:0.47Hz
total min: 1.12 max: 3.02 avg: 2.23 rate:0.45Hz
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([8000]) dtype=torch.int16
a,b min: 0.01 max: 0.02 avg: 0.01 rate:73.23Hz
b,b min: 0.02 max: 0.03 avg: 0.02 rate:45.16Hz
total min: 0.03 max: 0.04 avg: 0.04 rate:27.93Hz
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([8000]) dtype=torch.float32
a,b min: 0.01 max: 0.02 avg: 0.02 rate:57.11Hz
b,b min: 0.02 max: 0.04 avg: 0.03 rate:30.44Hz
total min: 0.04 max: 0.06 avg: 0.05 rate:19.86Hz
(ps-4.5.26) monarin@drp-srcf-eb003 (master *) tmolw8819 👁)$ python test_np_outer.py
a.shape=torch.Size([2048]),b.shape=torch.Size([8000]) dtype=torch.float64
a,b min: 0.02 max: 0.03 avg: 0.02 rate:40.98Hz
b,b min: 0.03 max: 0.07 avg: 0.06 rate:17.91Hz
total min: 0.05 max: 0.10 avg: 0.08 rate:12.46Hz |
Python script with psana2
...
Overview
Content Tools