bb00a9e664
* Enable LSTMCell quantization * Refactored unify function * reverse dict * Fix docs * Add LSTM and GRU sequences * Change scales to unified_scales in hw configs * Fix inplace statistics * Shift axis for subgraphs * Changed HW config * Update HW configs for tests * Not quantize GRU ops with linear_before_reset: true * Enable tests * Support models with scalar input * Fix tests * return back submodules * Fix tests * Update GPU HW config * Fix comments * Fix axis
1 line
1.2 KiB
JSON
1 line
1.2 KiB
JSON
[{"target_device": "CPU"}, {"primary_bitwidth": 8, "input_priority_types": []}, {"type": "Convolution", "quantization": {"activations": [{"bits": 2, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 4, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "symmetric", "granularity": "perchannel"}, {"bits": 8, "mode": "asymmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "asymmetric", "granularity": "perchannel"}], "weights": [{"bits": 4, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "symmetric", "granularity": "perchannel"}, {"bits": 8, "mode": "asymmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "asymmetric", "granularity": "perchannel"}]}}, {"type": "MatMul", "quantization": {"activations": [{"bits": 8, "mode": "symmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "symmetric", "granularity": "perchannel"}, {"bits": 8, "mode": "asymmetric", "granularity": "pertensor"}, {"bits": 8, "mode": "asymmetric", "granularity": "perchannel"}], "weights": [{"bits": 8, "mode": "symmetric", "granularity": "pertensor", "level_low": -127, "level_high": 127}]}}] |