Generate.py i_mvm Assertion error

[omerXfaruq]

Hello,

I've been following how_to_run step by step, however I'm getting assertion erros in i_mvm, I tried to use all of the i_mvm implementations available but all of them give the same error.

Could how to run guide be outdated? Is there any updated versions or forks of the repo?

(.venv) ➜  test git:(master) ✗ bash generate-py.sh
*.puma lstm-layer-tile0-core0.puma lstm-layer-tile0-core1.puma lstm-layer-tile0-core2.puma lstm-layer-tile0-core3.puma lstm-layer-tile0-core4.puma lstm-layer-tile0-core5.puma lstm-layer-tile0-core6.puma lstm-layer-tile0-core7.puma lstm-layer-tile0.puma lstm-layer-tile1-core0.puma lstm-layer-tile1-core1.puma lstm-layer-tile1-core2.puma lstm-layer-tile1-core3.puma lstm-layer-tile1-core4.puma lstm-layer-tile1-core5.puma lstm-layer-tile1-core6.puma lstm-layer-tile1-core7.puma lstm-layer-tile1.puma lstm-layer-tile10-core0.puma lstm-layer-tile10-core1.puma lstm-layer-tile10-core2.puma lstm-layer-tile10-core3.puma lstm-layer-tile10-core4.puma lstm-layer-tile10-core5.puma lstm-layer-tile10-core6.puma lstm-layer-tile10-core7.puma lstm-layer-tile10.puma lstm-layer-tile11-core0.puma lstm-layer-tile11-core1.puma lstm-layer-tile11-core2.puma lstm-layer-tile11-core3.puma lstm-layer-tile11-core4.puma lstm-layer-tile11-core5.puma lstm-layer-tile11-core6.puma lstm-layer-tile11-core7.puma lstm-layer-tile11.puma lstm-layer-tile12-core0.puma lstm-layer-tile12-core1.puma lstm-layer-tile12-core2.puma lstm-layer-tile12-core3.puma lstm-layer-tile12-core4.puma lstm-layer-tile12-core5.puma lstm-layer-tile12-core6.puma lstm-layer-tile12-core7.puma lstm-layer-tile12.puma lstm-layer-tile13-core0.puma lstm-layer-tile13-core1.puma lstm-layer-tile13-core2.puma lstm-layer-tile13-core3.puma lstm-layer-tile13-core4.puma lstm-layer-tile13-core5.puma lstm-layer-tile13-core6.puma lstm-layer-tile13-core7.puma lstm-layer-tile13.puma lstm-layer-tile14-core0.puma lstm-layer-tile14-core1.puma lstm-layer-tile14-core2.puma lstm-layer-tile14-core3.puma lstm-layer-tile14-core4.puma lstm-layer-tile14-core5.puma lstm-layer-tile14-core6.puma lstm-layer-tile14-core7.puma lstm-layer-tile14.puma lstm-layer-tile15-core0.puma lstm-layer-tile15-core1.puma lstm-layer-tile15-core2.puma lstm-layer-tile15-core3.puma lstm-layer-tile15-core4.puma lstm-layer-tile15-core5.puma lstm-layer-tile15-core6.puma lstm-layer-tile15-core7.puma lstm-layer-tile15.puma lstm-layer-tile16-core0.puma lstm-layer-tile16-core1.puma lstm-layer-tile16-core2.puma lstm-layer-tile16-core3.puma lstm-layer-tile16-core4.puma lstm-layer-tile16-core5.puma lstm-layer-tile16-core6.puma lstm-layer-tile16-core7.puma lstm-layer-tile16.puma lstm-layer-tile17-core0.puma lstm-layer-tile17-core1.puma lstm-layer-tile17-core2.puma lstm-layer-tile17-core3.puma lstm-layer-tile17-core4.puma lstm-layer-tile17-core5.puma lstm-layer-tile17-core6.puma lstm-layer-tile17-core7.puma lstm-layer-tile17.puma lstm-layer-tile18-core0.puma lstm-layer-tile18-core1.puma lstm-layer-tile18-core2.puma lstm-layer-tile18-core3.puma lstm-layer-tile18-core4.puma lstm-layer-tile18-core5.puma lstm-layer-tile18-core6.puma lstm-layer-tile18-core7.puma lstm-layer-tile18.puma lstm-layer-tile19-core0.puma lstm-layer-tile19-core1.puma lstm-layer-tile19-core2.puma lstm-layer-tile19-core3.puma lstm-layer-tile19-core4.puma lstm-layer-tile19-core5.puma lstm-layer-tile19-core6.puma lstm-layer-tile19-core7.puma lstm-layer-tile19.puma lstm-layer-tile2-core0.puma lstm-layer-tile2-core1.puma lstm-layer-tile2-core2.puma lstm-layer-tile2-core3.puma lstm-layer-tile2-core4.puma lstm-layer-tile2-core5.puma lstm-layer-tile2-core6.puma lstm-layer-tile2-core7.puma lstm-layer-tile2.puma lstm-layer-tile20-core0.puma lstm-layer-tile20-core1.puma lstm-layer-tile20-core2.puma lstm-layer-tile20-core3.puma lstm-layer-tile20-core4.puma lstm-layer-tile20-core5.puma lstm-layer-tile20-core6.puma lstm-layer-tile20-core7.puma lstm-layer-tile20.puma lstm-layer-tile21-core0.puma lstm-layer-tile21-core1.puma lstm-layer-tile21-core2.puma lstm-layer-tile21-core3.puma lstm-layer-tile21-core4.puma lstm-layer-tile21-core5.puma lstm-layer-tile21-core6.puma lstm-layer-tile21-core7.puma lstm-layer-tile21.puma lstm-layer-tile22-core0.puma lstm-layer-tile22-core1.puma lstm-layer-tile22-core2.puma lstm-layer-tile22-core3.puma lstm-layer-tile22-core4.puma lstm-layer-tile22-core5.puma lstm-layer-tile22-core6.puma lstm-layer-tile22-core7.puma lstm-layer-tile22.puma lstm-layer-tile23-core0.puma lstm-layer-tile23-core1.puma lstm-layer-tile23-core2.puma lstm-layer-tile23-core3.puma lstm-layer-tile23-core4.puma lstm-layer-tile23-core5.puma lstm-layer-tile23-core6.puma lstm-layer-tile23-core7.puma lstm-layer-tile23.puma lstm-layer-tile24-core0.puma lstm-layer-tile24-core1.puma lstm-layer-tile24-core2.puma lstm-layer-tile24-core3.puma lstm-layer-tile24-core4.puma lstm-layer-tile24-core5.puma lstm-layer-tile24-core6.puma lstm-layer-tile24-core7.puma lstm-layer-tile24.puma lstm-layer-tile3-core0.puma lstm-layer-tile3-core1.puma lstm-layer-tile3-core2.puma lstm-layer-tile3-core3.puma lstm-layer-tile3-core4.puma lstm-layer-tile3-core5.puma lstm-layer-tile3-core6.puma lstm-layer-tile3-core7.puma lstm-layer-tile3.puma lstm-layer-tile4-core0.puma lstm-layer-tile4-core1.puma lstm-layer-tile4-core2.puma lstm-layer-tile4-core3.puma lstm-layer-tile4-core4.puma lstm-layer-tile4-core5.puma lstm-layer-tile4-core6.puma lstm-layer-tile4-core7.puma lstm-layer-tile4.puma lstm-layer-tile5-core0.puma lstm-layer-tile5-core1.puma lstm-layer-tile5-core2.puma lstm-layer-tile5-core3.puma lstm-layer-tile5-core4.puma lstm-layer-tile5-core5.puma lstm-layer-tile5-core6.puma lstm-layer-tile5-core7.puma lstm-layer-tile5.puma lstm-layer-tile6-core0.puma lstm-layer-tile6-core1.puma lstm-layer-tile6-core2.puma lstm-layer-tile6-core3.puma lstm-layer-tile6-core4.puma lstm-layer-tile6-core5.puma lstm-layer-tile6-core6.puma lstm-layer-tile6-core7.puma lstm-layer-tile6.puma lstm-layer-tile7-core0.puma lstm-layer-tile7-core1.puma lstm-layer-tile7-core2.puma lstm-layer-tile7-core3.puma lstm-layer-tile7-core4.puma lstm-layer-tile7-core5.puma lstm-layer-tile7-core6.puma lstm-layer-tile7-core7.puma lstm-layer-tile7.puma lstm-layer-tile8-core0.puma lstm-layer-tile8-core1.puma lstm-layer-tile8-core2.puma lstm-layer-tile8-core3.puma lstm-layer-tile8-core4.puma lstm-layer-tile8-core5.puma lstm-layer-tile8-core6.puma lstm-layer-tile8-core7.puma lstm-layer-tile8.puma lstm-layer-tile9-core0.puma lstm-layer-tile9-core1.puma lstm-layer-tile9-core2.puma lstm-layer-tile9-core3.puma lstm-layer-tile9-core4.puma lstm-layer-tile9-core5.puma lstm-layer-tile9-core6.puma lstm-layer-tile9-core7.puma lstm-layer-tile9.puma
generate-py.sh: line 14: $g: ambiguous redirect
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core0.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core1.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core2.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core3.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core4.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core5.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core6.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0-core7.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile0.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core0.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core1.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core2.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core3.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core4.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core5.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core6.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1-core7.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile1.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
lstm-layer-tile10-core0.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
Traceback (most recent call last):
  File "lstm/tile10/lstm-layer-tile10-core0.puma.py", line 49, in <module>
    i_temp = i_mvm(['111111'])
  File "/home/ubuntu22/git-repos/puma/puma-simulator/src/instrn_proto.py", line 113, in i_mvm
    assert (len(xb_nma_list) == cfg.num_matrix) # each matrix in a core has a 3-bit mask
AssertionError
lstm-layer-tile10-core1.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
Traceback (most recent call last):
  File "lstm/tile10/lstm-layer-tile10-core1.puma.py", line 53, in <module>
    i_temp = i_mvm(['111111'])
  File "/home/ubuntu22/git-repos/puma/puma-simulator/src/instrn_proto.py", line 113, in i_mvm
    assert (len(xb_nma_list) == cfg.num_matrix) # each matrix in a core has a 3-bit mask
AssertionError
lstm-layer-tile10-core2.puma
('xbar_ip_energy_dict', {'60': 170.00000000000003, '0': 170.00000000000003, '20': 170.00000000000003, '70': 170.00000000000003, '90': 170.00000000000003, '80': 170.00000000000003, '30': 170.00000000000003, '50': 170.00000000000003, '40': 170.00000000000003, '10': 170.00000000000003})
Traceback (most recent call last):
  File "lstm/tile10/lstm-layer-tile10-core2.puma.py", line 53, in <module>
    i_temp = i_mvm(['111111'])
  File "/home/ubuntu22/git-repos/puma/puma-simulator/src/instrn_proto.py", line 113, in i_mvm
    assert (len(xb_nma_list) == cfg.num_matrix) # each matrix in a core has a 3-bit mask

[omerXfaruq]

Maybe @negishubham might know, as I saw some responses from him in other issues 😸

[negishubham]

Hi,
Seems your inputs to the compiler and the simulator and not matching. Specifically num_matrix parameter. Please follow this comment #57 (comment).

[omerXfaruq]

Thanks for the reply @negishubham
Hmm, I've set this in step 4.1
For inference N_TRAINING_MVMUS_PER_CORE should be 0 in src/common.h
Are you mentioning step 6.1 num_matrix configuration? I am currently at step 5 and getting error there.
For inference, set num_matrix in config file equal to N_CONSTANT_MVMUS_PER_CORE in puma-compilersrc/common.h.